{"id":24881,"date":"2024-07-20T17:03:03","date_gmt":"2024-07-20T13:33:03","guid":{"rendered":"https:\/\/caeassistant.com\/?p=24881"},"modified":"2026-06-08T12:52:32","modified_gmt":"2026-06-08T09:22:32","slug":"%ec%9d%b8%ea%b3%b5-%ec%8b%a0%ea%b2%bd%eb%a7%9d-%eb%8b%a8%ec%84%ac%ec%9c%a0-%ed%95%a9%ec%84%b1","status":"publish","type":"post","link":"https:\/\/dev.caeassistant.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8\/%ec%9d%b8%ea%b3%b5-%ec%8b%a0%ea%b2%bd%eb%a7%9d-%eb%8b%a8%ec%84%ac%ec%9c%a0-%ed%95%a9%ec%84%b1\/","title":{"rendered":"\ub2e8\uc12c\uc720 \ubcf5\ud569 \ubaa8\ub378\uc744 \uc704\ud55c \uc778\uacf5 \uc2e0\uacbd\ub9dd"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e8\uc12c\uc720 \uac15\ud654 \ubcf5\ud569\uc7ac(SFRC)\ub294 \uc0ac\ucd9c \uc131\ud615\uc5d0 \uc801\ud569\ud558\uace0 \ube44\ucda9\uc804 \ud3f4\ub9ac\uba38\uc5d0 \ube44\ud574 \uc6b0\uc218\ud55c \ubb3c\uc131\uc73c\ub85c \uc778\ud574 \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. SFRC\uc758 \uac70\ub3d9\uc744 \uc774\ud574\ud558\ub294 \uac83\uc740 \uc7a0\uc7ac\uc801 \uc190\uc0c1\uc744 \uc608\uce21\ud558\uace0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c\uc758 \uc0ac\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">SFRC\ub97c \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud574 \ud3c9\uade0\uc7a5 \ubaa8\ub378\uacfc \uc804\uccb4\uc7a5 \ubaa8\ub378\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \ubbf8\uc2dc\uc5ed\ud559\uc801 \uc811\uadfc\ubc95\uc744 \ud0d0\uad6c\ud569\ub2c8\ub2e4. \ud3c9\uade0\uc7a5 \ubaa8\ub378\uc740 \uacc4\uc0b0 \ud6a8\uc728\uc774 \ub192\uc9c0\ub9cc, \uc138\ubd80\uc801\uc778 \ud1b5\ucc30\ub825\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4. \uc804\uccb4\uc7a5 \ubaa8\ub378\uc740 \uc815\ud655\ud558\uc9c0\ub9cc \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\uace0 \uc0c1\ub2f9\ud55c \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 SFRC \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \uae30\uc874 \ubc29\ubc95 \ub300\ube44 \ub2e8\uc12c\uc720 \ud569\uc131 \ubaa8\ub378\uc5d0 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\ub294 \uc774\uc810\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. \uc740\ub2c9\uce35, \ud65c\uc131\ud654 \ud568\uc218, \ud559\uc2b5, \uac80\uc99d, \uc815\uaddc\ud654, \ud3c9\uac00\uc640 \uac19\uc740 \ud544\uc218\uc801\uc778 \uce21\uba74\uc744 \ub2e4\ub8f9\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8\ub97c \ud1b5\ud574 \uc815\ud655\ud55c SFRC \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \uc2e0\uacbd\ub9dd\uc744 \uc124\uacc4\ud558\uace0 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud558\uace0, \uc774\ub7ec\ud55c \uace0\uae09 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\ub294 \uc774\uc810\uacfc \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud574 \ubc30\uc6b0\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"color: #ff6600;\">Short Fiber Composite and Micro-Mechanical Modeling Approaches<\/span><\/h2>\n<p><iframe title=\"\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\ub780 \ubb34\uc5c7\uc778\uac00\uc694? | Abaqus\uc5d0\uc11c\uc758 \ubaa8\ub378\ub9c1 \ubc0f \uc190\uc0c1 \ud574\uc11d\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/7mLhubNfDto?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/dev.caeassistant.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e8\uc12c\uc720 \uac15\ud654 \ubcf5\ud569\uc7ac(SFRC)\ub294 \uc0ac\ucd9c \uc131\ud615 \uae30\uc220\uc5d0 \uc801\ud569\ud558\uace0 \ube44\ucda9\uc804 \ud3f4\ub9ac\uba38\uc5d0 \ube44\ud574 \ud5a5\uc0c1\ub41c \ubb3c\uc131\uc744 \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc5d0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774\ub7ec\ud55c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\uc758 \uac70\ub3d9\uc744 \ubaa8\ub378\ub9c1\ud558\uc5ec \uc7a0\uc7ac\uc801 \uc190\uc0c1\uc744 \uc608\uce21\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\ub8cc\uc758 \uac70\ub3d9\uc744 \uc77c\ubc18\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud574 \ub9c8\uc774\ud06c\ub85c\uae30\uacc4 \ubaa8\ub378\ub9c1 \uc811\uadfc\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud3c9\uade0\uc7a5 \ubaa8\ub378\uacfc \uc804\uccb4\uc7a5 \ubaa8\ub378\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \ud074\ub798\uc2a4\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ud3c9\uade0\uc7a5 \ubaa8\ub378\uc740 \ubbf8\uc138\uad6c\uc870 \uc694\uc18c \ub0b4\uc758 \ud3c9\uade0 \uc751\ub825\uacfc \ubcc0\ud615\ub960\uc744 \uace0\ub824\ud558\uc5ec \uacc4\uc0b0 \ud6a8\uc728\uc744 \ub192\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ubbf8\uc138\uad6c\uc870 \uc218\uc900\uc758 \ubcc0\ud615 \uba54\ucee4\ub2c8\uc998\uc774\ub098 \uc5ec\ub7ec \uc0c1 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc5d0 \ub300\ud55c \uc0c1\uc138\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc804\uccb4\uc7a5 \ubaa8\ub378\ub9cc\ud07c\uc758 \uc815\ud655\ub3c4\ub3c4 \ubd80\uc871\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uae30\uc874\uc758 \ud480\ud544\ub4dc(full-field) \ubc29\ubc95\uc740 \uad00\uc2ec \uc601\uc5ed \uc804\uccb4\uc5d0 \uac78\uccd0 \uc7ac\ub8cc \ub610\ub294 \uc2dc\uc2a4\ud15c\uc758 \uac70\ub3d9\uc744 \uc815\ud655\ud558\uac8c \ud45c\ud604\ud558\uae30 \uc704\ud574 \uc0c1\uc138\ud558\uace0 \ucca0\uc800\ud55c \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\uc740 \uc2dc\ud589\ucc29\uc624\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uc801\uc808\ud55c \ub300\ud45c \uccb4\uc801 \uc694\uc18c(RVE)\ub97c \uc0dd\uc131\ud558\ub294 \uacfc\uc815\uc744 \uc218\ubc18\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc815\ubc00\ub3c4\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc870\uac74\uc5d0\uc11c \uc7ac\ub8cc\uc758 \uac70\ub3d9\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud574\uc57c \ud558\ubbc0\ub85c \uacc4\uc0b0\ub7c9\uc774 \ub9ce\uace0 \uc2dc\uac04\ub3c4 \ub9ce\uc774 \uc18c\uc694\ub429\ub2c8\ub2e4. \ub610\ud55c, \uae30\uc874\uc758 \ud480\ud544\ub4dc \ubc29\ubc95\uc740 \uc815\ubc00 \ubaa8\ub378\ub9c1\uc5d0 \ud544\uc694\ud55c \ubc29\ub300\ud55c \ub370\uc774\ud130\ub97c \uc720\uc9c0\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub370 \uc0c1\ub2f9\ud55c \uc591\uc758 \uba54\ubaa8\ub9ac\uc640 \uc5f0\uc0b0 \ub2a5\ub825\uc744 \uc18c\ubaa8\ud569\ub2c8\ub2e4.<\/span><\/p>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"48550\" class=\"elementor elementor-48550\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-719dc433 e-con-full e-flex e-con e-parent\" data-id=\"719dc433\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75cfa834 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-image\" data-id=\"75cfa834\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1214\" height=\"1580\" src=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3.jpg\" class=\"attachment-full size-full wp-image-20677\" alt=\"\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3.jpg 1214w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-231x300.jpg 231w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-787x1024.jpg 787w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-377x491.jpg 377w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-768x1000.jpg 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-1180x1536.jpg 1180w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-62x81.jpg 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-1200x1562.jpg 1200w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-600x781.jpg 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-725x944.jpg 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-150x195.jpg 150w\" sizes=\"(max-width: 1214px) 100vw, 1214px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-379febf4 e-con-full e-flex e-con e-child\" data-id=\"379febf4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7092d660 elementor-widget__width-initial title-limit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-woocommerce-product-title elementor-page-title elementor-widget-heading\" data-id=\"7092d660\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"woocommerce-product-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"product_title entry-title elementor-heading-title elementor-size-default\"><a href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac-%ec%86%90%ec%83%81-%ed%8f%89%ea%b7%a0%ec%9e%a5-%ea%b7%a0%ec%a7%88%ed%99%94-%eb%aa%a8%eb%8d%b8\/\">\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac \uc190\uc0c1(\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 \ubaa8\ub378)<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-372360b5 elementor-widget__width-initial elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"372360b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-star-half-alt\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">4.78<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7035dd elementor-widget__width-initial text-limit elementor-widget elementor-widget-heading\" data-id=\"e7035dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\uac15\ub3c4, \uacbd\ub7c9\uc131, \uadf8\ub9ac\uace0 \ube44\uc6a9 \ud6a8\uc728\uc131\uc73c\ub85c \uc778\ud574 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub2e8\uc12c\uc720 \uac15\ud654 \uc5f4\uac00\uc18c\uc131 \ud50c\ub77c\uc2a4\ud2f1\uc740 \ubd84\uc0b0\ub41c \ub2e8\uc12c\uc720\ub85c \uad6c\uc131\ub41c \ubcf5\uc7a1\ud55c \ubd80\ud488\uc744 \uc81c\uc791\ud558\uae30 \uc704\ud574 \uc0ac\ucd9c \uc131\ud615\uc744 \ud1b5\ud574 \uc81c\uc870\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uc7ac\ub8cc\uc758 \ud30c\uc190\uc740 \uc12c\uc720 \uade0\uc5f4 \ubc0f \uc18c\uc131 \ubcc0\ud615\uacfc \uac19\uc740 \uba54\ucee4\ub2c8\uc998\uc744 \ud3ec\ud568\ud558\ub294 \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc785\ub2c8\ub2e4. \ud604\uc7ac\uc758 \uc190\uc0c1 \ubc0f \ud30c\uc190 \ubaa8\ub378\uc740 \uac70\uc2dc\uc801\uc774\uac70\ub098 \ub2e8\uc21c\ud654\ub41c \ud615\ud0dc\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc740 \ub2e4\ub2e8\uacc4 \uade0\uc9c8\ud654 \uc811\uadfc\ubc95\uc744 \uc0ac\uc6a9\ud55c \uc5f0\uc18d\uccb4 \uc190\uc0c1 \uc5ed\ud559\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac15\uc131\uc744 \ud3c9\uac00\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \uc774 \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc740 &quot;\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654&quot;\ub77c\uace0 \ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc\ubc95\uc740 \ub450 \ub2e8\uacc4\uc758 \uacf5\uc815\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uba3c\uc800 \uc12c\uc720\ub97c \uadf8\ub8f9(\uc785\uc790)\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c Abaqus\uc5d0\uc11c UMAT \uc11c\ube0c\ub8e8\ud2f4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \uac01 \ub2e8\uacc4\uc758 \uac15\uc131\uc744 \ud3c9\uade0\ud654\ud55c \ud6c4 \uc804\uccb4 \uade0\uc9c8\ud654\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 Abaqus \uc0ac\uc6a9\uc740 \ubcf5\ud569\uc7ac\uc758 \ubcf5\uc7a1\ud55c \ud615\uc0c1 \ubaa8\ub378\ub9c1\uc744 \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc6d0\uc704 \ubc18\uacbd\ud310\uc5d0\uc11c \uc2dc\ud5d8\uc744 \ud1b5\ud574 \uac80\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8\uc744 \ud1b5\ud574 \ubcf4\uc815\uc744 \uc218\ud589\ud588\uc73c\uba70, Abaqus \uc720\ud55c\uc694\uc18c \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc218\ud589\ud588\uc2b5\ub2c8\ub2e4. Abaqus \ub2e8\uc12c\uc720 \uc190\uc0c1 \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 \ud504\ub85c\uc138\uc2a4\ub294 Abaqus \ub0b4\uc5d0\uc11c INP \ucf54\ub4dc\ub97c \ud1b5\ud574 \uad6c\ud604\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-435fff91 elementor-absolute pulse-btn elementor-align-justify elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"435fff91\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac-%ec%86%90%ec%83%81-%ed%8f%89%ea%b7%a0%ec%9e%a5-%ea%b7%a0%ec%a7%88%ed%99%94-%eb%aa%a8%eb%8d%b8\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">BUY NOW<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15ac7b0 elementor-widget__width-inherit elementor-absolute elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"15ac7b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: block;position: absolute\" width=\"0\" height=\"0\">\r\n  <defs><clippath id=\"clip\" clippathunits=\"objectBoundingBox\">\r\n  <path d=\"M0.0313,0H0.8313A0.0187,0.06,0,0,1,0.85,0.06V0.14A0.0187,0.06,0,0,0,0.8688,0.2H0.9812A0.0187,0.06,0,0,1,1,0.26V0.9A0.0313,0.1,0,0,1,0.9688,1H0.0313A0.0313,0.1,0,0,1,0,0.9V0.1A0.0313,0.1,0,0,1,0.0313,0Z\"\/>\r\n  <\/clippath><\/defs>\r\n<\/svg>\r\n<div class=\"inverted\"><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<p style=\"text-align: justify;\">This package introduces a micromechanical approach to modeling short fiber composite damage using mean-field homogenization (MFH). It teaches how to implement this technique in Abaqus via a UMAT subroutine, offering a simplified method for analyzing the material&#8217;s stiffness and strength based on fiber and matrix properties.<\/p>\n<h2><span style=\"color: #ff6600;\">A micromechanics-based artificial neural network <\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc785\ub825 \ub9e4\uac1c\ubcc0\uc218: \uc2e0\uacbd\ub9dd\uc740 \ubc29\ud5a5 \ud150\uc11c\uc640 \ubd80\ud53c \ubd84\uc728\uc744 \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \uc801\uc808\ud55c RVE \uc2e4\ud604\uc744 \uc0dd\uc131\ud558\ub294 \uc2dc\ud589\ucc29\uc624 \uacfc\uc815 \uc5c6\uc774 \uc6d0\ud558\ub294 \uc18d\uc131\uacfc \uc804\uccb4 \ud544\ub4dc \uc218\uc900\uc758 \uc815\ud655\ub3c4\ub85c \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uba54\ubaa8\ub9ac\uc640 \uacc4\uc0b0 \uc2dc\uac04: \uc2e0\uacbd\ub9dd\uc740 \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub41c \uc9c0\uc2dd\uc744 \uc800\uc7a5\ud558\ubbc0\ub85c \ud544\uc694\ud55c \uba54\ubaa8\ub9ac \uc591\uacfc \uacc4\uc0b0 \uc2dc\uac04\uc774 \ud06c\uac8c \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc804\uc774 \ud559\uc2b5: \uc2e0\uacbd\ub9dd\uc740 \uc804\uc774 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2e0\uacbd\ub9dd\uc740 \uae30\uc874 \ub124\ud2b8\uc6cc\ud06c\uc5d0\uc11c \uc815\uaddc\ud654 \ubc0f \ud559\uc2b5 \uac00\ub2a5\ud55c \ub9e4\uac1c\ubcc0\uc218\ub97c \uc0c1\uc18d\ubc1b\uace0 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \ub354 \uc801\uc740 \ub370\uc774\ud130\ub85c \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubcf4\uc774\uc9c0 \uc54a\ub294 \uc870\uac74 \ucc98\ub9ac: \uba3c\uc800 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ud559\uc2b5\ud55c \ub2e4\uc74c \ub354 \uc791\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ubbf8\uc138 \uc870\uc815\ub418\ub294 \ubbf8\uc138 \uc870\uc815 \uc2e0\uacbd\ub9dd\uc740 \ubcf4\uc774\uc9c0 \uc54a\ub294 \ud558\uc911 \uc870\uac74\uc744 \ub9e4\uc6b0 \uc815\ud655\ud55c \uc608\uce21\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"color: #ff6600;\"><img decoding=\"async\" class=\"aligncenter wp-image-25155\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network.png\" alt=\"\" width=\"802\" height=\"428\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network.png 1260w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-300x160.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-1024x547.png 1024w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-430x230.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-768x410.png 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-62x33.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-600x320.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-725x387.png 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Fine-tune-neural-network-150x80.png 150w\" sizes=\"(max-width: 802px) 100vw, 802px\" \/><\/span><\/h2>\n<p style=\"text-align: center;\">\uadf8\ub9bc 1: \ub300\uaddc\ubaa8 \ud3c9\uade0\uc7a5 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc18c\uaddc\ubaa8 \uc804\uccb4\uc7a5 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud65c\uc6a9\ud55c \ub124\ud2b8\uc6cc\ud06c \uc544\ud0a4\ud14d\ucc98 \ubc0f \uc804\uc774 \ud559\uc2b5 \uc811\uadfc \ubc29\uc2dd<\/p>\n<h2><span style=\"color: #ff6600;\">How the neural network is modeled?<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e0\uacbd\ub9dd \ubaa8\ub378\ub9c1\uc758 \ud575\uc2ec \uc694\uc18c\uc5d0\ub294 \uc740\ub2c9\uce35, \ud65c\uc131\ud654 \ud568\uc218, \ud559\uc2b5, \uac80\uc99d, \uc815\uaddc\ud654, \ud3c9\uac00\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ubc00\uc9d1\ub41c \uc740\ub2c9\uce35\uc740 \uc2e0\uacbd\ub9dd\uc774 \uc5ec\ub7ec \uce35\uc5d0 \uac78\uccd0 \ub274\ub7f0\uc744 \uc644\uc804\ud788 \uc5f0\uacb0\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud568\uc218\ub97c \uadfc\uc0ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc9c0\uc218 \uc120\ud615 \ub2e8\uc704(ELU) \ud65c\uc131\ud654 \ud568\uc218\ub294 \ube44\uc120\ud615\uc131\uc744 \ub3c4\uc785\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc758 \ubcf5\uc7a1\ud55c \ud328\ud134 \ud559\uc2b5 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ud559\uc2b5\uc740 \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \ubc18\ubcf5\uc801\uc778 \uac00\uc911\uce58 \uc870\uc815\uc744 \ud3ec\ud568\ud558\uba70, \uac80\uc99d\uc740 \uacfc\uc801\ud569\uc744 \uac10\uc9c0\ud558\uae30 \uc704\ud574 \ubcf4\uc774\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4. \uc785\ub825 \ub370\uc774\ud130\ub97c \uc77c\ubc18\uc801\uc73c\ub85c [0, 1]\uc758 \uacf5\ud1b5 \ubc94\uc704\ub85c \uc815\uaddc\ud654\ud558\uba74 \ud6a8\uc728\uc801\uc778 \ud559\uc2b5\uacfc \ub354 \ube60\ub978 \ud559\uc2b5\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. <span style=\"color: #333333;\">Abaqus \uc218\ub834<\/span>. \ud3c9\uac00\uc5d0\uc11c\ub294 \ud3c9\uade0 \uc0c1\ub300 \uc624\ucc28(MeRE) \ubc0f \ucd5c\ub300 \uc0c1\ub300 \uc624\ucc28(MaRE)\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378 \uc131\ub2a5\uc744 \ucca0\uc800\ud788 \ud3c9\uac00\ud558\uace0, \uc2e0\uacbd\ub9dd\uc774 \uacac\uace0\ud558\uace0 \uc815\ud655\ud558\uba70 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ud328\ud134\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \ub2a5\uc219\ud55c\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e0\uacbd\ub9dd \ubaa8\ub378\ub9c1\uc5d0\ub294 \uc740\ub2c9\uce35, \ud65c\uc131\ud654 \ud568\uc218, \ud559\uc2b5, \uac80\uc99d, \uc815\uaddc\ud654, \ud3c9\uac00\uc640 \uac19\uc740 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc740\ub2c9\uce35, \ud2b9\ud788 \ubc00\uc9d1\uce35\uc740 \ud55c \uce35\uc758 \uac01 \ub274\ub7f0\uc744 \uc774\uc804 \uce35\uc758 \ubaa8\ub4e0 \ub274\ub7f0\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc774 \ubcf5\uc7a1\ud55c \uc218\ud559 \ud568\uc218\ub97c \uadfc\uc0ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc9c0\uc218 \uc120\ud615 \ub2e8\uc704(ELU) \ud65c\uc131\ud654 \ud568\uc218\ub294 \ube44\uc120\ud615\uc131\uc744 \ub3c4\uc785\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc758 \ubcf5\uc7a1\ud55c \ud328\ud134 \ud559\uc2b5 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ud559\uc2b5\uc740 \uc190\uc2e4 \ud568\uc218\ub97c \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uc5d0\ud3ec\ud06c\uc5d0 \uac78\uccd0 \uac00\uc911\uce58\ub97c \uc870\uc815\ud558\ub294 \uacfc\uc815\uc774\uba70, \uac80\uc99d\uc740 \ubcf4\uc774\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\uc5ec \uacfc\uc801\ud569 \ud0d0\uc9c0\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc785\ub825 \ub370\uc774\ud130\ub97c \uacf5\ud1b5 \ubc94\uc704(\uc77c\ubc18\uc801\uc73c\ub85c [0, 1])\ub85c \uc815\uaddc\ud654\ud558\uba74 \ud6a8\uc728\uc801\uc778 \ud559\uc2b5\uacfc \ube60\ub978 \uc218\ub834\uc774 \ubcf4\uc7a5\ub429\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ud3c9\uac00 \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c\ub294 \ud3c9\uade0 \uc0c1\ub300 \uc624\ucc28(MeRE) \ubc0f \ucd5c\ub300 \uc0c1\ub300 \uc624\ucc28(MaRE)\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uc885\ud569\uc801\uc73c\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\uccb4\ub860\uc801 \uc811\uadfc \ubc29\uc2dd\uc740 \uc2e0\uacbd\ub9dd\uc774 \uacac\uace0\ud558\uace0 \uc815\ud655\ud558\uba70 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ud328\ud134\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774\uc81c \uac01\uac01\uc744 \uc790\uc138\ud788 \uc124\uba85\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3>Design of Hidden Layers<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e0\uacbd\ub9dd\uc758 \uc740\ub2c9\uce35\uc740 \ubaa8\ub4e0 \uc218\ud559\uc801 \ud568\uc218\ub97c \uadfc\uc0ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uc5f0\uad6c\uc5d0\uc11c\ub294 \ubc00\uc9d1\uce35\ub9cc \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \ubc00\uc9d1\uce35\uc5d0\uc11c\ub294 \ud55c \uce35\uc758 \uac01 \ub274\ub7f0\uc774 \uc774\uc804 \uce35\uc758 \ubaa8\ub4e0 \ub274\ub7f0\uacfc \uc5f0\uacb0\ub429\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd \ub0b4 \uc740\ub2c9\uce35 \uc124\uacc4\uc5d0\uc11c \ubc00\uc9d1\uce35\uc740 \uacf5\ud1b5\uc801\uc774\uace0 \uae30\ubcf8\uc801\uc778 \uad6c\uc131 \uc694\uc18c\uc785\ub2c8\ub2e4. \uc644\uc804 \uc5f0\uacb0\uce35\uc774\ub77c\uace0\ub3c4 \ud558\ub294 \ubc00\uc9d1\uce35\uc740 \uac01 \ub274\ub7f0\uc774 \uc774\uc804 \uce35\uc758 \ubaa8\ub4e0 \ub274\ub7f0\uacfc \uc5f0\uacb0\ub41c \uce35\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc989, \ub274\ub7f0\uc758 \uac12\uc740 <img decoding=\"async\" class=\"alignnone wp-image-24882\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154239.png\" alt=\"\" width=\"29\" height=\"29\">\u00a0\ud55c \uce35\uc740 \ubaa8\ub4e0 \ub274\ub7f0\uc5d0 \uc5f0\uacb0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24883\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154255.png\" alt=\"\" width=\"50\" height=\"35\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154255.png 82w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154255-62x44.png 62w\" sizes=\"(max-width: 50px) 100vw, 50px\" \/>\u00a0\uc774\uc804 \uacc4\uce35\uc758.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uacc4\uc0b0 <img decoding=\"async\" class=\"alignnone wp-image-24882\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154239.png\" alt=\"\" width=\"29\" height=\"29\">\u00a0\ud65c\uc131\ud654 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ub429\ub2c8\ub2e4 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24884\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154451.png\" alt=\"\" width=\"32\" height=\"37\"> \ubb34\uac8c\ub97c \uac00\uc9c0\uace0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24885\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154520.png\" alt=\"\" width=\"36\" height=\"33\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154520.png 67w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154520-62x57.png 62w\" sizes=\"(max-width: 36px) 100vw, 36px\" \/> \uadf8\ub9ac\uace0 \ud3b8\uacac <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24886\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154533.png\" alt=\"\" width=\"28\" height=\"28\"> \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24887 size-full\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154735.png\" alt=\"\" width=\"423\" height=\"72\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154735.png 423w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154735-300x51.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154735-62x11.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154735-150x26.png 150w\" sizes=\"(max-width: 423px) 100vw, 423px\" \/><\/p>\n<p><span style=\"font-size: 14pt;\">\uc774 \uc124\uc815\uc5d0\uc11c\ub294:<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><img decoding=\"async\" class=\"alignnone wp-image-24882\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154239.png\" alt=\"\" width=\"29\" height=\"29\">\u00a0\ub294 \ud604\uc7ac \uacc4\uce35\uc758 \ub274\ub7f0 \uac12\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24888\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154915.png\" alt=\"\" width=\"46\" height=\"32\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154915.png 85w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154915-62x42.png 62w\" sizes=\"(max-width: 46px) 100vw, 46px\" \/>\u00a0\ub294 \uc774\uc804 \uacc4\uce35\uc758 \ub274\ub7f0 \uac12\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24885\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154520.png\" alt=\"\" width=\"36\" height=\"33\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154520.png 67w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154520-62x57.png 62w\" sizes=\"(max-width: 36px) 100vw, 36px\" \/>\u00a0\ub274\ub7f0 \uac04\uc758 \uc5f0\uacb0\uacfc \uad00\ub828\ub41c \uac00\uc911\uce58\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24886\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154533.png\" alt=\"\" width=\"28\" height=\"28\">\u00a0\ub274\ub7f0\uc5d0 \ub300\ud55c \ud3b8\ud5a5\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24884\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-154451.png\" alt=\"\" width=\"32\" height=\"37\">\u00a0\uc785\ub825\uc758 \uac00\uc911\ud569\uacfc \ud3b8\ud5a5\uc5d0 \uc801\uc6a9\ub418\ub294 \ud65c\uc131\ud654 \ud568\uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubc00\uc9d1\uce35\uc740 \ubaa8\ub4e0 \uc218\ud559 \ud568\uc218\ub97c \uadfc\uc0ac\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70, \uc2e0\uacbd\ub9dd\uc774 \ub370\uc774\ud130\uc5d0\uc11c \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc785\ub825 \ub370\uc774\ud130\uc640 \ucd9c\ub825 \ub370\uc774\ud130 \uac04\uc758 \uad00\uacc4\uac00 \ubcf5\uc7a1\ud558\uace0 \ud6a8\uacfc\uc801\uc778 \ubd84\uc11d\uc744 \uc704\ud574 \ub192\uc740 \uc218\uc900\uc758 \uc5f0\uacb0\uc131\uc774 \ud544\uc694\ud55c \uc0c1\ud669\uc5d0\uc11c \uc720\uc6a9\ud569\ub2c8\ub2e4. \u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24889\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053.png\" alt=\"\uace0\ubc00\ub3c4 \uce35\uc744 \uac16\ub294 \uc2e0\uacbd\ub9dd\uc758 \uac1c\ub7b5\uc801 \uc124\uacc4\" width=\"594\" height=\"419\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053.png 893w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-300x212.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-430x303.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-768x542.png 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-62x44.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-600x423.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-725x511.png 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155053-150x106.png 150w\" sizes=\"(max-width: 594px) 100vw, 594px\" \/><\/p>\n<p style=\"text-align: center;\">\uadf8\ub9bc2: \uace0\ubc00\ub3c4 \uce35\uc744 \uac16\ub294 \uc2e0\uacbd\ub9dd\uc758 \uac1c\ub7b5\uc801 \uc124\uacc4<\/p>\n<h3>An activation function<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e0\uacbd\ub9dd\uc758 \ud65c\uc131\ud654 \ud568\uc218\ub294 \ub274\ub7f0\uc758 \ucd9c\ub825\uc5d0 \uc801\uc6a9\ub418\ub294 \uc218\ud559\uc801 \ud568\uc218\uc785\ub2c8\ub2e4. \ud65c\uc131\ud654 \ud568\uc218\ub294 \ub274\ub7f0\uc758 \ud65c\uc131\ud654 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\uba70, \ubcf8\uc9c8\uc801\uc73c\ub85c \ub274\ub7f0\uc758 \uc785\ub825\uc774 \uc608\uce21 \ud504\ub85c\uc138\uc2a4\uc640 \uad00\ub828\uc774 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4. \ud65c\uc131\ud654 \ud568\uc218\ub294 \ub124\ud2b8\uc6cc\ud06c\uc5d0 \ube44\uc120\ud615\uc131\uc744 \ub3c4\uc785\ud558\uc5ec \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc81c\uacf5\ub41c \uc2a4\ub2c8\ud3ab\uc744 \uae30\ubc18\uc73c\ub85c \ud65c\uc131\ud654 \ud568\uc218\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc0ac\ud56d\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Elu(\uc9c0\uc218 \uc120\ud615 \ub2e8\uc704):<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc9c0\uc218 \uc120\ud615 \ub2e8\uc704(ELU)\ub294 \uc2e0\uacbd\ub9dd\uc5d0\uc11c \ube44\uc120\ud615\uc131\uc744 \ub3c4\uc785\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud65c\uc131\ud654 \ud568\uc218\ub85c, \uc2e0\uacbd\ub9dd\uc774 \ub370\uc774\ud130\uc5d0\uc11c \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. ELU \ud65c\uc131\ud654 \ud568\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24890\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833.png\" alt=\"\" width=\"452\" height=\"79\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833.png 641w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833-300x52.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833-430x75.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833-62x11.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833-600x105.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155833-150x26.png 150w\" sizes=\"(max-width: 452px) 100vw, 452px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc5ec\uae30\uc11c a\ub294 \uc2a4\uce7c\ub77c\ub97c \ub098\ud0c0\ub0b4\uace0 x\ub294 \ub274\ub7f0\uc758 \uc785\ub825\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24891\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-155948.png\" alt=\"\" width=\"24\" height=\"21\">\u00a0\uc74c\uc218 \uc21c \uc785\ub825\uc5d0 \ub300\ud574 ELU\uac00 \ud3ec\ud654\ub418\ub294 \uac12\uc744 \uacb0\uc815\ud558\ub294 \uc2a4\uce7c\ub77c\uc785\ub2c8\ub2e4. \uc774\ub294 \uc870\uc815 \uac00\ub2a5\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\uc785\ub2c8\ub2e4. ELU\ub294 \uc2a4\ub2c8\ud3ab\uc5d0 \uc124\uba85\ub41c \uc791\uc5c5\uc758 \ubaa8\ub4e0 \uc740\ub2c9\uce35\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. ELU\ub294 ReLU\uc640 \uac19\uc740 \ub2e4\ub978 \ud65c\uc131\ud654 \ud568\uc218\uc5d0 \ube44\ud574 \ud559\uc2b5 \uc911 \uc218\ub834 \uc18d\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3>Training and Validation<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ud559\uc2b5\uacfc \uac80\uc99d\uc740 \uc2e0\uacbd\ub9dd \uac1c\ubc1c \ubc0f \ud3c9\uac00\uc5d0 \uc788\uc5b4 \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ud559\uc2b5\uc740 \uc2e0\uacbd\ub9dd\uc774 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc774 \uc218\ud589\ub429\ub2c8\ub2e4.<\/span><\/p>\n<ol style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">\ub370\uc774\ud130 \ubd84\ud560: \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ud6c8\ub828 \ub370\uc774\ud130\uc640 \uac80\uc99d \ub370\uc774\ud130, \ub450 \ubd80\ubd84\uc73c\ub85c \ub098\ub269\ub2c8\ub2e4. \uc5b8\uae09\ub41c \uc5f0\uad6c\uc5d0\uc11c\ub294 \ub370\uc774\ud130\ub97c \ud6c8\ub828 \ub370\uc774\ud130\uc640 \uac80\uc99d \ub370\uc774\ud130\ub85c \uac01\uac01 \u00be, \u00bc\uc758 \ube44\uc728\ub85c \ubd84\ud560\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\uac00\uc911\uce58 \uc870\uc815: \uc2e0\uacbd\ub9dd\uc740 \uc608\uce21 \uac12\uacfc \uc2e4\uc81c \uac12\uc758 \ucc28\uc774\ub97c \uce21\uc815\ud558\ub294 \uc190\uc2e4 \ud568\uc218\ub97c \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uac00\uc911\uce58\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\uc5d0\ud3ec\ud06c: \ud559\uc2b5 \uacfc\uc815\uc740 \uc5ec\ub7ec \uc5d0\ud3ec\ud06c\uc5d0 \uac78\uccd0 \uc218\ud589\ub418\uba70, \uc5d0\ud3ec\ud06c\ub294 \uc804\uccb4 \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc644\uc804\ud788 \ud55c \ubc88 \ud1b5\uacfc\ud558\ub294 \uac83\uc744 \ub9d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li><span style=\"font-size: 14pt;\">\uc190\uc2e4 \ud3c9\uac00: \ub124\ud2b8\uc6cc\ud06c\uac00 \uc5bc\ub9c8\ub098 \uc798 \ud559\uc2b5\ud558\ub294\uc9c0 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ud6c8\ub828 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc190\uc2e4(\ub610\ub294 \uc624\ub958)\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uac80\uc99d\uc740 \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \uc811\ud558\uc9c0 \uc54a\uc740 \ubcc4\ub3c4\uc758 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc2e0\uacbd\ub9dd\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc774 \uc0c8\ub86d\uace0 \ubbf8\uc9c0\uc758 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc77c\ubc18\ud654\ud558\ub294 \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uac80\uc99d \uacfc\uc815\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc791\uc5c5\uc774 \uc218\ud589\ub429\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub370\uc774\ud130 \ubd84\ud560: \uc55e\uc11c \uc5b8\uae09\ud588\ub4ef\uc774, \ub370\uc774\ud130\uc758 \uc77c\ubd80\ub294 \uac80\uc99d \ub370\uc774\ud130\ub85c \ub530\ub85c \ubcf4\uad00\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uac00\uc911\uce58 \uc870\uc815 \uc5c6\uc74c: \uc2e0\uacbd\ub9dd\uc758 \uac00\uc911\uce58\ub294 \uac80\uc99d \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc870\uc815\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub300\uc2e0, \uac80\uc99d \ub370\uc774\ud130\ub294 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uac80\uc99d \uc190\uc2e4: \uac80\uc99d \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc190\uc2e4\uc740 \ub124\ud2b8\uc6cc\ud06c\uac00 \ubcf4\uc774\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc5bc\ub9c8\ub098 \uc798 \uc791\ub3d9\ud558\ub294\uc9c0 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 \uacc4\uc0b0\ub429\ub2c8\ub2e4. \uc774\ub294 \uacfc\uc801\ud569\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uacfc\uc801\ud569 \uac10\uc9c0: \uacfc\uc801\ud569\uc740 \uc2e0\uacbd\ub9dd\uc774 \ud6c8\ub828 \ub370\uc774\ud130\uc5d0\uc11c\ub294 \uc88b\uc740 \uc131\ub2a5\uc744 \ubcf4\uc774\uc9c0\ub9cc \uac80\uc99d \ub370\uc774\ud130\uc5d0\uc11c\ub294 \ub0ae\uc740 \uc131\ub2a5\uc744 \ubcf4\uc77c \ub54c \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ud6c8\ub828 \uc190\uc2e4\uacfc \uac80\uc99d \uc190\uc2e4\uc744 \ube44\uad50\ud568\uc73c\ub85c\uc368 \uacfc\uc801\ud569\uc744 \uac10\uc9c0\ud558\uace0 \uc81c\uc5b4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3>Normalization<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc815\uaddc\ud654\ub294 \uba38\uc2e0 \ub7ec\ub2dd \ubc0f \uc2e0\uacbd\ub9dd\uc758 \uc804\ucc98\ub9ac \ub2e8\uacc4\ub85c, \uc785\ub825 \ub370\uc774\ud130\ub97c \ud2b9\uc815 \ubc94\uc704(\uc77c\ubc18\uc801\uc73c\ub85c [0, 1] \ub610\ub294 [-1, 1])\ub85c \uc870\uc815\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ubaa8\ub4e0 \uc785\ub825 \ud2b9\uc131\uc774 \ud559\uc2b5 \uacfc\uc815\uc5d0 \ub3d9\ub4f1\ud558\uac8c \uae30\uc5ec\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\uace0 \ubaa8\ub378\uc758 \uc218\ub834 \uc18d\ub3c4\uc640 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc815\uaddc\ud654\ub294 \uac15\uc131 \ud150\uc11c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud56d\ubaa9\uc774 \ub3d9\ub4f1\ud558\uac8c \ucc98\ub9ac\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc815\uaddc\ud654\uac00 \uc5c6\uc73c\uba74 \ubc94\uc704\uac00 \ud070 \ud2b9\uc131\uc774 \ud559\uc2b5 \uacfc\uc815\uc744 \uc9c0\ubc30\ud558\uc5ec \ud3b8\ud5a5\ub41c \ud559\uc2b5\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uacf5\ud1b5 \ubc94\uc704\ub85c \uc870\uc815\ud568\uc73c\ub85c\uc368 \uc2e0\uacbd\ub9dd \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc774 \ub354 \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ub834\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc815\uaddc\ud654\ub294 \uc785\ub825 \ub370\uc774\ud130\uc758 \ud070 \ubcc0\ub3d9\uc73c\ub85c \uc778\ud574 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uc218\uce58\uc801 \ubd88\uc548\uc815\uc131 \ubb38\uc81c\ub97c \ubc29\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc815\uaddc\ud654\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \ud2b9\uc815 \ubc94\uc704\ub85c \uc2a4\ucf00\uc77c\ub9c1\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ucd9c\ub825\uc740 [0, 1] \uac04\uaca9\uc73c\ub85c \uc815\uaddc\ud654\ub429\ub2c8\ub2e4. \uc815\uaddc\ud654\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uacf5\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24892\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160356.png\" alt=\"\" width=\"314\" height=\"105\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160356.png 418w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160356-300x100.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160356-62x21.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160356-150x50.png 150w\" sizes=\"(max-width: 314px) 100vw, 314px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc5b4\ub514: <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24893\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160456.png\" alt=\"\" width=\"62\" height=\"35\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160456.png 101w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160456-62x35.png 62w\" sizes=\"(max-width: 62px) 100vw, 62px\" \/>\u00a0\ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc758 \uc815\uaddc\ud654\ub41c \uac12\uc785\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24894\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160507.png\" alt=\"\" width=\"55\" height=\"33\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160507.png 91w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160507-62x37.png 62w\" sizes=\"(max-width: 55px) 100vw, 55px\" \/>\u00a0\ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc758 \ucd5c\uc18c\uac12\uc785\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24895\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160524.png\" alt=\"\" width=\"62\" height=\"33\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160524.png 97w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-160524-62x33.png 62w\" sizes=\"(max-width: 62px) 100vw, 62px\" \/>\u00a0\ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc758 \ucd5c\ub313\uac12\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc815\uaddc\ud654\ud558\uba74 \uc2e0\uacbd\ub9dd\uc774 \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3>Evaluation<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e0\uacbd\ub9dd \ud658\uacbd\uc5d0\uc11c\uc758 \ud3c9\uac00\ub294 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uc5ec \uc6d0\ud558\ub294 \uae30\uc900\uc744 \ucda9\uc871\ud558\ub294\uc9c0 \ud655\uc778\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc81c\uacf5\ub41c \uc815\ubcf4\uc758 \ud575\uc2ec \uc694\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc190\uc2e4 \ud568\uc218: \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \uc190\uc2e4 \ud568\uc218\ub294 \ub124\ud2b8\uc6cc\ud06c\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc815\uaddc\ud654\uac00 \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uc544 \uc5ec\ub7ec \ud14c\uc2a4\ud2b8 \uc0d8\ud50c\uc758 \uc131\ub2a5\uc744 \uac80\ud1a0\ud558\ub294 \ub370 \uc801\ud569\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub300\uccb4 \uc9c0\ud45c: \uc190\uc2e4 \ud568\uc218\uc758 \ud55c\uacc4\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub4f1\uac00 \ud3f0 \ubbf8\uc81c\uc2a4 \uc751\ub825(Von Mises stress)\uacfc \uac19\uc740 \ub300\uccb4 \uc9c0\ud45c\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \uc9c0\ud45c\ub294 \ud3c9\uade0 \uc0c1\ub300 \uc624\ucc28(MeRE)\uc640 \ucd5c\ub300 \uc0c1\ub300 \uc624\ucc28(MaRE)\ub97c \uacb0\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uba70, \uc2e0\uacbd\ub9dd\uc758 \uc131\ub2a5\uc744 \ub354\uc6b1 \uc758\ubbf8 \uc788\uac8c \ud3c9\uac00\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ud3c9\uac00 \ud504\ub85c\uc138\uc2a4\ub294 \uc2e0\uacbd\ub9dd\uc774 \ud6c8\ub828 \ub370\uc774\ud130\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0c8\ub85c\uc6b4 \ubbf8\uc9c0\uc758 \ub370\uc774\ud130\uc5d0\uc11c\ub3c4 \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"color: #ff6600;\">Use neural networks for short fiber composite model<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac \ubaa8\ub378\uc5d0 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\ub294 \uacfc\uc815\uc740 \uc7ac\ub8cc \uc120\uc815, \ubd80\ud53c \ubd84\uc728 \uacb0\uc815, \uadf8\ub9ac\uace0 \ud615\uc0c1, \uc7ac\ub8cc \ud2b9\uc131, \uacbd\uacc4 \uc870\uac74 \ubc0f \ud558\uc911 \uc2dc\ub098\ub9ac\uc624 \uc815\uc758\ub97c \ud1b5\ud574 \ubcf5\ud569\uc7ac \uad6c\uc870\ub97c \uc815\uc758\ud558\ub294 \uac83\uc73c\ub85c \uc2dc\uc791\ub429\ub2c8\ub2e4. \ubcf5\ud569\uc7ac\uc758 \uc12c\uc720 \ubc0f \ub9e4\ud2b8\ub9ad\uc2a4 \uc7ac\ub8cc\ub97c \uc120\ud0dd\ud558\uace0, \uc815\ud655\ud55c \ud2b9\uc131 \uc608\uce21\uc744 \uc704\ud574 \uc12c\uc720 \ubd80\ud53c \ubd84\uc728\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \uc12c\uc720\uc758 \ubc29\ud5a5\uacfc \ud655\ub960 \ubd84\ud3ec\ub97c \ubaa8\ub378\ub9c1\ud558\uc5ec \ubcf5\ud569\uc7ac\uc758 \uad6c\uc870\uc801 \ubcf5\uc7a1\uc131\uc744 \uc815\ud655\ud558\uac8c \ud45c\ud604\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc785\ub825 \ub9e4\uac1c\ubcc0\uc218\uc640 \ucd9c\ub825 \uc18d\uc131 \uac04\uc758 \ubcf5\uc7a1\ud55c \uad00\uacc4\ub97c \ud3ec\ucc29\ud558\uae30 \uc704\ud574 \uc2e0\uacbd\ub9dd\uc758 \uc740\ub2c9\uce35\uc740 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc0ac\uc804 \ud559\uc2b5 \ub2e8\uacc4\uc5d0\uc11c \uc2e0\uacbd\ub9dd\uc740 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130\uc14b\uc5d0 \ub178\ucd9c\ub418\uc5b4 \uc77c\ubc18\uc801\uc778 \ud328\ud134\uacfc \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc774\uc5b4\uc11c \uc720\ud55c \uc694\uc18c\ubc95(FEM) \uc2dc\ubbac\ub808\uc774\uc158\uc774\ub098 \uc2e4\ud5d8 \uacb0\uacfc\uc5d0\uc11c \uc5bb\uc740 \uace0\ucda9\uc2e4\ub3c4 \ub370\uc774\ud130\ub97c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \ubaa8\ub378 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc744 \ud1b5\ud574 \uc2e0\uacbd\ub9dd\uc758 \uacac\uace0\ud55c \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud558\uace0 \uae30\uacc4\uc801 \ud2b9\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud3c9\uac00 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ud3c9\uade0 \uc0c1\ub300 \uc624\ucc28(MeRE) \ubc0f \ucd5c\ub300 \uc0c1\ub300 \uc624\ucc28(MaRE)\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc758 \uc608\uce21\uac12\uc744 \uc2e4\uc81c \ubcf5\ud569 \ub3d9\uc791\uacfc \ube44\uad50\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc0ac\uc804 \ud559\uc2b5 \ubc0f \ubbf8\uc138 \uc870\uc815\uc758 \uc774\uc810\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. <strong><a href=\"https:\/\/caeassistant.com\/blog\/composite-analysis\/\" target=\"_blank\" rel=\"noopener\">\ubcf5\ud569 \ubd84\uc11d<\/a><\/strong>.<\/span><\/p>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"48550\" class=\"elementor elementor-48550\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-719dc433 e-con-full e-flex e-con e-parent\" data-id=\"719dc433\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75cfa834 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-image\" data-id=\"75cfa834\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"846\" src=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre.png\" class=\"attachment-full size-full wp-image-10869\" alt=\"\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre.png 700w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-248x300.png 248w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-406x491.png 406w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-62x75.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-600x725.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-150x181.png 150w\" sizes=\"(max-width: 700px) 100vw, 700px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-379febf4 e-con-full e-flex e-con e-child\" data-id=\"379febf4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7092d660 elementor-widget__width-initial title-limit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-woocommerce-product-title elementor-page-title elementor-widget-heading\" data-id=\"7092d660\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"woocommerce-product-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"product_title entry-title elementor-heading-title elementor-size-default\"><a href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%ec%84%9c%eb%b8%8c%eb%a3%a8%ed%8b%b4%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac%ec%9d%98-%ec%86%90%ec%83%81-%ec%8b%9c%eb%ae%ac%eb%a0%88%ec%9d%b4\/\">\uc11c\ube0c\ub8e8\ud2f4\uc744 \uc774\uc6a9\ud55c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \uc2dc\ubbac\ub808\uc774\uc158<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-372360b5 elementor-widget__width-initial elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"372360b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-star-half-alt\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">0<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7035dd elementor-widget__width-initial text-limit elementor-widget elementor-widget-heading\" data-id=\"e7035dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\ub294 \uc798\uac8c \uc798\ub9b0 \uc12c\uc720\uc640 \ub9e4\ud2b8\ub9ad\uc2a4\ub85c \uad6c\uc131\ub418\uc5b4 \ubd88\uc5f0\uc18d\uc801\uc778 \uc12c\uc720 \uac15\ud654 \uc7ac\ub8cc\ub97c \ud615\uc131\ud558\uba70, \uc12c\uc720\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ub9e4\ud2b8\ub9ad\uc2a4 \ub0b4\uc5d0 \uc815\ub82c\ub418\uac70\ub098 \ubb34\uc791\uc704\ub85c \ubc30\uce58\ub429\ub2c8\ub2e4. \uc774 \uad50\uc721 \ud328\ud0a4\uc9c0\uc5d0\uc11c\ub294 \ub2e4\uc74c \uc790\ub8cc\ub97c \uae30\ubc18\uc73c\ub85c Abaqus\uc5d0\uc11c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac(SFC) \uc190\uc0c1\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. <strong><em><a href=\"https:\/\/asmedigitalcollection.asme.org\/appliedmechanics\/article-abstract\/72\/2\/249\/471338\/Damage-Modeling-in-Random-Short-Glass-Fiber?redirectedFrom=fulltext\" rel=\"nofollow noopener\" target=\"_blank\">\u201c&quot;\uc601\uad6c \ubcc0\ud615 \ubc0f \ub2e8\uce21 \ud6a8\uacfc\ub97c \ud3ec\ud568\ud55c \ubb34\uc791\uc704 \ub2e8\uc12c\uc720 \uac15\ud654 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \ubaa8\ub378\ub9c1&quot;.<\/a> <\/em><\/strong>1\uacfc\uc5d0\uc11c\ub294 SFC\uc758 \uc7a5\uc810, \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub4f1\uacfc \uac19\uc740 \uae30\ubcf8 \uc0ac\ud56d\uc744 \ubc30\uc6c1\ub2c8\ub2e4. 2\uacfc\uc5d0\uc11c\ub294 Abaqus\uc5d0\uc11c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\ub97c \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc774 \uacfc\uc5d0\uc11c\ub294 \uc774 \ud328\ud0a4\uc9c0\uac00 \uac70\uc2dc \ubaa8\ub378\ub9c1\uc744 \uc218\ud589\ud558\ub294 \uac70\uc2dc \ubaa8\ub378\ub9c1\uacfc \ubbf8\uc2dc \ubaa8\ub378\ub9c1 \uac04\uc758 \uc911\uc694\ud55c \uacb0\uc815\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. 3\uacfc\uc5d0\uc11c\ub294 \ud2b9\ud788 Dano \ubaa8\ub378\uc744 \ud1b5\ud574 \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \ubaa8\ub378\ub9c1\uc744 \ud0d0\uad6c\ud558\uc5ec \ud559\uc2b5 \uacfc\uc815\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4. \uc774 \uac70\uc2dc\uc801 \uc811\uadfc \ubc29\uc2dd\uc740 \ube44\uac00\uc5ed\uc801 \ud504\ub85c\uc138\uc2a4\uc640 \ub0b4\ubd80 \ubcc0\uc218\ub97c \ud1b5\ud569\ud558\uc5ec \uc774\ubc29\uc131 \uc190\uc0c1, \uc77c\ubc29\uc801 \ud6a8\uacfc \ubc0f \uc794\ub958 \ud6a8\uacfc\ub97c \ub2e4\ub8f9\ub2c8\ub2e4. 4\uacfc\uc5d0\uc11c\ub294 \uc774\ub860\uc744 \uc2e4\uc81c \uc751\uc6a9\uc73c\ub85c \uc5f0\uacb0\ud558\uc5ec VUSDFLD \uc11c\ube0c\ub8e8\ud2f4\uc744 \ud1b5\ud574 Abaqus\uc5d0\uc11c Dano \ubaa8\ub378\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc548\ub0b4\ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc740 \uc11c\ube0c\ub8e8\ud2f4\uc758 \ud750\ub984\ub3c4\ub97c \ud0d0\uc0c9\ud558\uace0 \uac01 \uc904\uc744 \uc21c\ucc28\uc801\uc73c\ub85c \uc124\uba85\ud569\ub2c8\ub2e4. 2\uac1c\uc758 \uc6cc\ud06c\uc20d\uc774 \uc774 \uacfc\ub97c \ubcf4\uc644\ud569\ub2c8\ub2e4. \uc6cc\ud06c\uc20d 1\uc5d0\uc11c\ub294 \ud3c9\uba74 \uc751\ub825 \uc694\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad6c\uba4d\uc774 \uc788\ub294 2D \ubcf5\ud569\uc7ac \ud310\uc744 \ub2e4\ub8e8\uba70 \uc7ac\ub8cc \uc18d\uc131, \uacbd\uacc4 \uc870\uac74 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 \uc808\ucc28\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc6cc\ud06c\uc20d 2\ub294 \uccab \ubc88\uc9f8 \uc6cc\ud06c\uc20d\uc744 \ubc18\uc601\ud558\uc5ec \uc258 \uc694\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec VUSDFLD \uc11c\ube0c\ub8e8\ud2f4 \ud65c\uc6a9\uc758 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc694\uc18c \uc720\ud615\uc758 \ubcc0\ud615\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-435fff91 elementor-absolute pulse-btn elementor-align-justify elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"435fff91\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%ec%84%9c%eb%b8%8c%eb%a3%a8%ed%8b%b4%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac%ec%9d%98-%ec%86%90%ec%83%81-%ec%8b%9c%eb%ae%ac%eb%a0%88%ec%9d%b4\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">BUY NOW<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15ac7b0 elementor-widget__width-inherit elementor-absolute elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"15ac7b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: block;position: absolute\" width=\"0\" height=\"0\">\r\n  <defs><clippath id=\"clip\" clippathunits=\"objectBoundingBox\">\r\n  <path d=\"M0.0313,0H0.8313A0.0187,0.06,0,0,1,0.85,0.06V0.14A0.0187,0.06,0,0,0,0.8688,0.2H0.9812A0.0187,0.06,0,0,1,1,0.26V0.9A0.0313,0.1,0,0,1,0.9688,1H0.0313A0.0313,0.1,0,0,1,0,0.9V0.1A0.0313,0.1,0,0,1,0.0313,0Z\"\/>\r\n  <\/clippath><\/defs>\r\n<\/svg>\r\n<div class=\"inverted\"><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<h3>Modeling the Composite Structure<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uac01 \ub2e8\uc12c\uc720 \ubcf5\ud569 \uae30\ud558\ud559\uc801 \uad6c\uc870\uc758 \uacbd\uc6b0 \ub2e4\uc74c \uc21c\uc11c\uc5d0 \ub530\ub77c \uc218\ud589\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><em><strong>\uc7ac\ub8cc \uc120\ud0dd:<\/strong><\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc12c\uc720 \ubc0f \ub9e4\ud2b8\ub9ad\uc2a4 \uc120\ud0dd: \ubcf5\ud569\uc7ac\uc5d0 \uc0ac\uc6a9\ub420 \uc12c\uc720 \uc720\ud615(\uc608: \uc720\ub9ac, \ud0c4\uc18c, \uc544\ub77c\ubbf8\ub4dc)\uacfc \ub9e4\ud2b8\ub9ad\uc2a4 \uc7ac\ub8cc(\uc608: \uc5d0\ud3ed\uc2dc, \ud3f4\ub9ac\uc5d0\uc2a4\ud130)\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\"><em><strong>\ubd80\ud53c \ubd84\uc728:<\/strong><\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc12c\uc720\uc640 \ub9e4\ud2b8\ub9ad\uc2a4\uc758 \ubd80\ud53c \ubd84\uc728\uc744 \uad6c\ud558\uc2ed\uc2dc\uc624. \uc774 \ube44\uc728\uc740 \ubcf5\ud569\uc7ac\uc758 \uc804\ubc18\uc801\uc778 \ud2b9\uc131\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc12c\uc720 \ubd80\ud53c \ubd84\uc728(\u03c6)\uc740 \ubcf5\ud569\uc7ac\uc758 \uc804\uccb4 \ubd80\ud53c\uc5d0 \ub300\ud55c \ubcf5\ud569\uc7ac\uc5d0 \uc874\uc7ac\ud558\ub294 \uc12c\uc720\uc758 \uc591\uc744 \uce21\uc815\ud55c \uac12\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24898\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161258.png\" alt=\"\" width=\"348\" height=\"93\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161258.png 587w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161258-300x80.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161258-430x115.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161258-62x17.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161258-150x40.png 150w\" sizes=\"(max-width: 348px) 100vw, 348px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc5b4\ub514 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24899\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161437.png\" alt=\"\" width=\"18\" height=\"33\"> \uadf8\ub9ac\uace0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24900\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161634.png\" alt=\"\" width=\"25\" height=\"32\"> \uc12c\uc720\uc758 \uae38\uc774\uc640 \uc9c1\uacbd\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24901\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161654.png\" alt=\"\" width=\"29\" height=\"26\">\u00a0\ub294 RVE \ub0b4\ubd80\uc758 \uad11\uc12c\uc720 \uc218\ub97c \ub098\ud0c0\ub0b4\ub294 \uc591\uc758 \uc815\uc218\uc785\ub2c8\ub2e4. RVE \ud06c\uae30\uc5d0 \uc774 \uc811\uadfc\ubc95\uc744 \uc801\uc6a9\ud558\uba74 \uad11\uc12c\uc720 \uc218\uc758 \ubd88\uc5f0\uc18d\uc801\uc778 \uc7a5\uc5d0 \uc758\uc874\ud558\uae30 \ub54c\ubb38\uc5d0 \uad11\uc12c\uc720 \ubd80\ud53c \ubd84\uc728\uc758 \uc5f0\uc18d\uc801\uc778 \uc7a5\uc744 \uc5bb\uc744 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc2a4\ucf00\uc77c\ub9c1 \uacc4\uc218 a\ub97c \uc801\uc6a9\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc740 \uc218\uc815\uc744 \uc801\uc6a9\ud569\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24902\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161740.png\" alt=\"\" width=\"114\" height=\"30\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161740.png 197w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161740-62x16.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161740-150x40.png 150w\" sizes=\"(max-width: 114px) 100vw, 114px\" \/>\u00a0, <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24903\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161755.png\" alt=\"\" width=\"148\" height=\"31\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161755.png 278w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161755-62x13.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-161755-150x31.png 150w\" sizes=\"(max-width: 148px) 100vw, 148px\" \/>. \ub530\ub77c\uc11c, <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24905\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162210.png\" alt=\"\" width=\"26\" height=\"24\">\u00a0\uc758\uc874\ud558\uac8c \ub41c\ub2e4 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24906\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162112.png\" alt=\"\" width=\"19\" height=\"25\">, \uc774\ub97c \ud1b5\ud574 \uc12c\uc720 \ubd80\ud53c \ubd84\uc728\uc758 \uc5f0\uc18d\uc801\uc778 \uac12\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24907\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162320.png\" alt=\"\" width=\"175\" height=\"81\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162320.png 231w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162320-62x29.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162320-150x69.png 150w\" sizes=\"(max-width: 175px) 100vw, 175px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ucd5c\uc18c RVE \uce58\uc218\ub97c \uc720\uc9c0\ud558\ub824\uba74 \uc2a4\ucf00\uc77c\ub9c1 \uacc4\uc218\uac00 1\ubcf4\ub2e4 \ud06c\uac70\ub098 \uac19\uc544\uc57c \ud569\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24908\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162436.png\" alt=\"\" width=\"58\" height=\"24\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162436.png 102w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162436-62x26.png 62w\" sizes=\"(max-width: 58px) 100vw, 58px\" \/>. \uc2a4\ucf00\uc77c\ub9c1 \uacc4\uc218\ub97c 1\uc5d0\uc11c \uc99d\uac00\uc2dc\ud0a4\uba74 \ud2b9\uc815 \uac1c\uc218\uc758 \uad11\uc12c\uc720\uc5d0 \ub300\ud574 \ub2e4\uc591\ud55c \uad11\uc12c\uc720 \ubd80\ud53c \ube44\uc728\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud070 \uc2a4\ucf00\uc77c\ub9c1 \uacc4\uc218\uc640 \uadf8\uc5d0 \ub530\ub978 RVE(\ubc18\uacbd) \ubc0f \ub192\uc740 \uacc4\uc0b0 \ube44\uc6a9\uc744 \ud53c\ud558\uae30 \uc704\ud574, \ub2e4\uc591\ud55c \uad11\uc12c\uc720 \ubd80\ud53c \ube44\uc728 \ubc94\uc704\uc5d0 \ub300\ud574 \ub2e4\uc591\ud55c \uac1c\uc218\uc758 \uad11\uc12c\uc720\uc640 \uadf8\uc5d0 \uc0c1\uc751\ud558\ub294 \uc2a4\ucf00\uc77c\ub9c1 \uacc4\uc218\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><em><strong><span style=\"font-size: 14pt;\">\uae30\ud558\ud559 \uc815\uc758:<\/span><\/strong><\/em><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubaa8\uc591 \ubc0f \ud06c\uae30: \ubcf5\ud569\uc7ac \uad6c\uc870\ubb3c\uc758 \uc804\uccb4\uc801\uc778 \ubaa8\uc591\uacfc \ud06c\uae30\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. \uc774\ub294 \ud310, \ubcf4, \uc258 \ub610\ub294 \uae30\ud0c0 \uad6c\uc870 \ud615\ud0dc\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uc12c\uc720\uc758 \uacbd\uc6b0 \uc12c\uc720 \ubc30\ud5a5\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc12c\uc720 \ubc30\ud5a5\uc740 \ub2e8\uc704 \ubca1\ud130\ub85c \ud45c\ud604\ub429\ub2c8\ub2e4. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24909\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162640.png\" alt=\"\" width=\"21\" height=\"26\">, \ub450 \uac01\ub3c4\ub85c \uc124\uba85\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24910\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162657.png\" alt=\"\" width=\"17\" height=\"24\"> \uadf8\ub9ac\uace0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24909\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162640.png\" alt=\"\" width=\"21\" height=\"26\">. \ubc29\ud5a5 \ubca1\ud130 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24909\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162640.png\" alt=\"\" width=\"21\" height=\"26\"> \ub370\uce74\ub974\ud2b8 \uc88c\ud45c\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24911\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712.png\" alt=\"\" width=\"433\" height=\"49\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712.png 635w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712-300x34.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712-430x49.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712-62x7.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712-600x68.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-162712-150x17.png 150w\" sizes=\"(max-width: 433px) 100vw, 433px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc7ac\ub8cc \uc9c0\uc810\uc5d0\uc11c \uc12c\uc720 \ubc29\ud5a5 \ubd84\ud3ec\ub97c \uae30\uc220\ud558\ub824\uba74 \ud655\ub960 \ubd84\ud3ec \ud568\uc218 p\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ubc29\ud5a5 \ubd84\ud3ec\uc640 \ud655\ub960 \ubd84\ud3ec \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc29\ud5a5 \ubd84\ud3ec\ub97c \uae30\uc220\ud558\ub294 2\ucc28 \ud150\uc11c\ub97c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud150\uc11c\uc758 \uc131\ubd84\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-24912\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163043.png\" alt=\"\" width=\"270\" height=\"93\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163043.png 377w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163043-300x103.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163043-62x21.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163043-150x52.png 150w\" sizes=\"(max-width: 270px) 100vw, 270px\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubc29\ud5a5 \ubd84\ud3ec\ub294 \ub2e4\uc591\ud55c \uacbd\uc6b0\uc5d0 \ub300\ud55c \ub300\uac01\uc120 \ubc29\ud5a5 \ud150\uc11c\ub97c \uc0dd\uc131\ud558\uc5ec \uc0dd\uc131\ub429\ub2c8\ub2e4. 3D \ub79c\ub364 \ubd84\ud3ec <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24913\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163231.png\" alt=\"\" width=\"227\" height=\"34\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163231.png 387w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163231-300x45.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163231-62x9.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163231-150x22.png 150w\" sizes=\"(max-width: 227px) 100vw, 227px\" \/>, \ud3c9\uba74 \ub09c\uc218 \ubd84\ud3ec <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24914\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163251.png\" alt=\"\" width=\"167\" height=\"28\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163251.png 281w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163251-62x10.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-163251-150x25.png 150w\" sizes=\"(max-width: 167px) 100vw, 167px\" \/>.<\/span><\/p>\n<p><em><strong><span style=\"font-size: 14pt;\">\uc7ac\ub8cc \ud2b9\uc131:<\/span><\/strong><\/em><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ud0c4\uc131 \uc18d\uc131: \ub2e4\uc74c\uc744 \ud3ec\ud568\ud558\uc5ec \uac01 \uce35\uc5d0 \ud0c4\uc131 \uc18d\uc131\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4. \ud0c4\uc131 \uacc4\uc218(E): \uc12c\uc720 \ubc29\ud5a5\uc758 \uac15\uc131 \uce21\uc815(<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24916\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-164252.png\" alt=\"\" width=\"33\" height=\"21\">) \ubc0f \ud6a1\ubc29\ud5a5(<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-24917\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-20-164351.png\" alt=\"\" width=\"35\" height=\"23\">) \uc804\ub2e8 \ud0c4\uc131\uacc4\uc218(G): \uc804\ub2e8 \uc751\ub825\uc5d0 \ub300\ud55c \uc7ac\ub8cc\uc758 \ubc18\uc751 \ucc99\ub3c4\uc785\ub2c8\ub2e4. \ud478\uc544\uc1a1 \ube44(\u03bd): \ucd95 \ubc29\ud5a5 \ubcc0\ud615\ub960\uc5d0 \ub300\ud55c \ud6a1\ubc29\ud5a5 \ubcc0\ud615\ub960\uc758 \ube44\uc728\uc785\ub2c8\ub2e4. \uac15\ub3c4 \ud2b9\uc131: \uc7ac\ub8cc\uc758 \uc778\uc7a5, \uc555\ucd95 \ubc0f \uc804\ub2e8 \uac15\ub3c4\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. \uc5f4 \ud2b9\uc131: \ud574\uc11d\uc5d0 \uc5f4 \ud6a8\uacfc\uac00 \ud3ec\ud568\ub41c \uacbd\uc6b0 \uc5f4\ud33d\ucc3d \uacc4\uc218 \ubc0f \uc5f4\uc804\ub3c4\ub3c4\uc640 \uac19\uc740 \ud2b9\uc131\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><em><strong><span style=\"font-size: 14pt;\">\uacbd\uacc4 \uc870\uac74 \ubc0f \ud558\uc911:<\/span><\/strong><\/em><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc9c0\uc9c0 \ubc0f \uad6c\uc18d\uc870\uac74: \ubcf5\ud569 \uad6c\uc870\ubb3c\uc758 \uc9c0\uc9c0 \ubc29\uc2dd\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uace0\uc815 \uc9c0\uc9c0\ub300, \ub2e8\uc21c \uc9c0\uc9c0 \ubaa8\uc11c\ub9ac \ub610\ub294 \uc790\uc720 \ubaa8\uc11c\ub9ac\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ud558\uc911 \uc870\uac74: \uc778\uc7a5, \uc555\ucd95, \uad7d\ud798, \uc804\ub2e8 \ud558\uc911 \ub4f1 \uad6c\uc870\ubb3c\uc5d0 \uac00\ud574\uc9c0\ub294 \ud558\uc911\uc758 \uc885\ub958\ub97c \uba85\uc2dc\ud558\uc2ed\uc2dc\uc624. \uc774\ub7ec\ud55c \ud558\uc911\uc758 \ud06c\uae30\uc640 \ubc29\ud5a5\uc744 \ud3ec\ud568\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n<p><em><strong><span style=\"font-size: 14pt;\">\uba54\uc2f1:<\/span><\/strong><\/em><\/p>\n<p><span style=\"font-size: 14pt;\">\uc694\uc18c \uc720\ud615: \uc0ac\uc6a9\ud560 \uc720\ud55c \uc694\uc18c\uc758 \uc720\ud615\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4(\uc608: \uc587\uc740 \uad6c\uc870\uc5d0\ub294 \uc258 \uc694\uc18c, \ub450\uaebc\uc6b4 \uad6c\uc870\uc5d0\ub294 \uc194\ub9ac\ub4dc \uc694\uc18c).<\/span><\/p>\n<h3><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-25156\" src=\"https:\/\/caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105.png\" alt=\"\" width=\"686\" height=\"262\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105.png 1350w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-300x115.png 300w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-1024x391.png 1024w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-430x164.png 430w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-768x294.png 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-62x24.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-600x229.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-725x277.png 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-28-120105-150x57.png 150w\" sizes=\"(max-width: 686px) 100vw, 686px\" \/><\/h3>\n<p style=\"text-align: center;\">\uadf8\ub9bc 3: RVE\uc758 \uba54\uc2f1<\/p>\n<h3>Model Selection<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ud53c\ud574\ub97c \ud3c9\uac00\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud53c\ud574 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \ub3c4\ucd9c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/caeassistant.com\/blog\/hashin-failure-criteria-hashin-damage-abaqus\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0000ff;\">\ud558\uc2e0 \ud53c\ud574 \uae30\uc900<\/span><\/a>, Lemaitre \ubaa8\ub378 \ub610\ub294 \uae30\uc874 \ubaa8\ub378\uc744 \ucc38\uace0\ub85c \uc0ac\uc6a9\ud558\ub294 \uc758\uc0ac \uc785\uc790 \ud30c\uad34 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc720\uc0ac \uc785\uc790 \ud30c\uad34 \ubaa8\ub378\uc740 \ub9e4\ud2b8\ub9ad\uc2a4 \ub0b4 \ub2e8\uc12c\uc720\uc758 \uc815\ub82c \ubd88\ub7c9\uc744 \uace0\ub824\ud558\uc5ec \ubcf5\ud569\uc7ac\uc758 \uc810\uc9c4\uc801\uc778 \ud30c\uad34\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uc774\ub294 \ud2b9\ud788 \ub2e8\uc12c\uc720 \uc5f4\uac00\uc18c\uc131 \uc218\uc9c0\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ubcf5\ud569\uc7ac\ub97c \ud2b9\uc815 \uc12c\uc720 \ubc30\ud5a5\uc744 \uac00\uc9c4 \ubcf5\ud569\uc7ac\uc758 \uc791\uc740 \ubd80\ud53c\ub97c \ub098\ud0c0\ub0b4\ub294 \uc720\uc0ac \uc785\uc790\ub85c \ub098\ub215\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ud558\uc911 \uc870\uac74\uc5d0\uc11c \uc774\ub7ec\ud55c \uc720\uc0ac \uc785\uc790\uc758 \uc190\uc0c1 \ubc0f \ud30c\uad34\ub97c \ubaa8\ub378\ub9c1\ud558\uc5ec \ubcf5\ud569\uc7ac\uc758 \ube44\ud0c4\uc131 \uac70\ub3d9\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3>Data Collection for obtaining damage response in Artificial Neural Model damage<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ubaa8\ub378 \uac80\uc99d\uc744 \uc704\ud574 \uc2e4\ud5d8 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc601\ub960, \ud30c\uad34\uc778\uc131 \ubc0f \uae30\ud0c0 \uae30\uacc4\uc801 \ud2b9\uc131 \uce21\uc815\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Digimat-MF\uc640 \uac19\uc740 \uc2dc\ubbac\ub808\uc774\uc158 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654\ub97c \uc218\ud589\ud558\uace0 \ubcf5\ud569\uc7ac\uc758 \uae30\uacc4\uc801 \ud2b9\uc131\uc744 \uc608\uce21\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ubaa8\ub378 \uc608\uce21\uc744 \uc2e4\ud5d8 \uacb0\uacfc\uc640 \ube44\uad50\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3>Hidden layer in composite<\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud569\uc131\ubb3c\uc744 \ubaa8\ub378\ub9c1\ud560 \ub54c, \uc228\uaca8\uc9c4 \uacc4\uce35\uc740 \uc785\ub825 \ub9e4\uac1c\ubcc0\uc218\uc640 \uc6d0\ud558\ub294 \ucd9c\ub825 \uc18d\uc131 \uac04\uc758 \ubcf5\uc7a1\ud55c \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc911\uc694\ud569\ub2c8\ub2e4. \uc228\uaca8\uc9c4 \uacc4\uce35\uc740 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc758 \uacc4\uc0b0\uc801 \ud575\uc2ec\uc73c\ub85c, \uc2e0\uacbd\ub9dd\uc774 \ud568\uc218\ub97c \uadfc\uc0ac\ud558\uace0 \uc785\ub825 \ub370\uc774\ud130 \uc218\uc9d1\uc5d0\uc11c \ud328\ud134\uc744 \ud3ec\ucc29\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u00a0\uc0ac\uc804 \ud559\uc2b5 \ubc0f \uc228\uaca8\uc9c4 \uacc4\uce35:<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc0ac\uc804 \ud559\uc2b5 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc740\ub2c9\uce35\uc744 \ud3ec\ud568\ud55c \uc2e0\uacbd\ub9dd\uc774 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b(\uc608: \ub3d9\uc9c8\ud654 \ub370\uc774\ud130)\uc744 \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2e0\uacbd\ub9dd, \ud2b9\ud788 \uc740\ub2c9\uce35\uc774 \ub370\uc774\ud130\uc758 \uc77c\ubc18\uc801\uc778 \ud2b9\uc9d5\uacfc \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc740\ub2c9\uce35\uc740 \uc774\ub7ec\ud55c \ud559\uc2b5\ub41c \ud2b9\uc9d5\uc744 \ud3ec\ucc29\ud558\uc5ec \ucd94\uac00\uc801\uc778 \ubbf8\uc138 \uc870\uc815\uc758 \uae30\ubc18\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Hidden layers in a neural network are responsible for extracting features from the input data. During pre-training, these layers learn to identify and represent important patterns and structures in the data. Pre-training helps in initializing the weights of the hidden layers in a way that they are already tuned to capture general features. This makes the subsequent fine-tuning phase more effective and faster.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">In a typical neural network training process, weights are often initialized randomly. This can sometimes lead to poor convergence or getting stuck in local minima. With weights initialized through pre-training, the network is already somewhat aligned with the underlying data distribution. This makes the fine-tuning phase more efficient, as the network requires fewer adjustments to reach optimal performance. By starting with pre-trained weights, the network is less likely to overfit the smaller, task-specific dataset during fine-tuning. This is because the initial weights already encode general knowledge, reducing the risk of the network becoming too specialized to the fine-tuning data.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc0ac\uc804 \ud559\uc2b5\uc740 \uc740\ub2c9 \uacc4\uce35\uc774 \uc77c\ubc18\ud654\ub97c \uc798 \ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc989, \ud559\uc2b5 \ub370\uc774\ud130\uc5d0\ub9cc \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0 \ub354 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\u2013 \uc774\ub7ec\ud55c \uc77c\ubc18\ud654\ub294 \uc804\uc774 \ud559\uc2b5 \uacfc\uc815\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc804\uc774 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ubcf4\ub2e4 \uad6c\uccb4\uc801\uc778 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ubbf8\uc138 \uc870\uc815\uc744 \uc704\ud55c \uc88b\uc740 \uc2dc\uc791\uc810\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">FEM \ub610\ub294 \uc2e4\ud5d8 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud55c \ubbf8\uc138 \uc870\uc815(\ubbf8\uc138 \uc870\uc815 \ub2e8\uacc4):<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \uc720\ud55c\uc694\uc18c\ud574\uc11d(FEM) \uc2dc\ubbac\ub808\uc774\uc158\uc774\ub098 \uc2e4\ud5d8 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \ub354 \uc791\uace0 \uc815\ubc00\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubbf8\uc138 \uc870\uc815\ub429\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\uc640 \uc131\ub2a5\uc774 \ud5a5\uc0c1\ub429\ub2c8\ub2e4. \uc720\ud55c\uc694\uc18c\ud574\uc11d(FEM) \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub354 \uc791\uc9c0\ub9cc \ucda9\uc2e4\ub3c4\uac00 \ub192\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b(\ud3c9\uade0 \ud544\ub4dc \ub370\uc774\ud130\uc14b)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub41c \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \uc2dc\uc791\uc810\uc73c\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ubbf8\uc138 \uc870\uc815\uc740 \ub354 \uc791\uace0 \ucda9\uc2e4\ub3c4\uac00 \ub192\uc740 \ub370\uc774\ud130\uc14b(\uc804\uccb4 \ud544\ub4dc \ub370\uc774\ud130\uc14b)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ub429\ub2c8\ub2e4. \ubbf8\uc138 \uc870\uc815\uc740 \uace0\ucda9\uc2e4\ub3c4 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc758 \ubaa8\ub4e0 \ud559\uc2b5 \uac00\ub2a5\ud55c \ub9e4\uac1c\ubcc0\uc218\ub97c \uc870\uc815\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ubd80\ubd84 \ubbf8\uc138 \uc870\uc815(\uc77c\ubd80 \ub9e4\uac1c\ubcc0\uc218 \uace0\uc815)\ubcf4\ub2e4 \uc77c\uad00\ub418\uac8c \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc774 \uc138\ubd80\uc801\uc778 \ud504\ub85c\uc138\uc2a4\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uace0 \uace0\ucda9\uc2e4\ub3c4 \ub370\uc774\ud130\ub85c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \uc608\uce21 \uc131\ub2a5\uacfc \uc815\ud655\ub3c4\ub97c \ub192\uc774\ub294 \uac83\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"font-size: 14pt;\">Performance Comparison (Evaluation in composite):<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uc804\uc774 \ud559\uc2b5 \ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \uace0\ucda9\uc2e4\ub3c4 \ub370\uc774\ud130\uc14b\uc73c\ub85c\ub9cc \ud559\uc2b5\ub41c \ubaa8\ub378\uacfc \ube44\uad50\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95 \uc911 \ud558\ub098\ub294 \ud3c9\uade0 \uc0c1\ub300 \uc624\ucc28(MeRE)\uc640 \ucd5c\ub300 \uc0c1\ub300 \uc624\ucc28(MaRE)\uc785\ub2c8\ub2e4. \ud3c9\uade0 \uc0c1\ub300 \uc624\ucc28(MeRE)\uc640 \ucd5c\ub300 \uc0c1\ub300 \uc624\ucc28(MaRE)\ub294 \ub2e8\uc12c\uc720 \uac15\ud654 \ubcf5\ud569\uc7ac\uc758 \ud2b9\uc131\uc744 \uc608\uce21\ud558\ub294 \uc2e0\uacbd\ub9dd\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc8fc\uc694 \uc9c0\ud45c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-size: 14pt;\">Understanding short fiber composites\u2014and especially simulating their damage\u2014can be tricky without the right guidance. That\u2019s why we\u2019ve created two tutorial packages!! Both packages aim to simulate damage in short fiber composites using Abaqus, they differ in their modeling approaches\u2014macroscopic phenomenological modeling versus micromechanical homogenization\u2014and the specific subroutines used for implementation.<\/span><\/p>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"48550\" class=\"elementor elementor-48550\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-719dc433 e-con-full e-flex e-con e-parent\" data-id=\"719dc433\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75cfa834 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-image\" data-id=\"75cfa834\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1214\" height=\"1580\" src=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3.jpg\" class=\"attachment-full size-full wp-image-20677\" alt=\"\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3.jpg 1214w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-231x300.jpg 231w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-787x1024.jpg 787w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-377x491.jpg 377w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-768x1000.jpg 768w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-1180x1536.jpg 1180w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-62x81.jpg 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-1200x1562.jpg 1200w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-600x781.jpg 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-725x944.jpg 725w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2024\/02\/front-3-150x195.jpg 150w\" sizes=\"(max-width: 1214px) 100vw, 1214px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-379febf4 e-con-full e-flex e-con e-child\" data-id=\"379febf4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7092d660 elementor-widget__width-initial title-limit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-woocommerce-product-title elementor-page-title elementor-widget-heading\" data-id=\"7092d660\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"woocommerce-product-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"product_title entry-title elementor-heading-title elementor-size-default\"><a href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac-%ec%86%90%ec%83%81-%ed%8f%89%ea%b7%a0%ec%9e%a5-%ea%b7%a0%ec%a7%88%ed%99%94-%eb%aa%a8%eb%8d%b8\/\">\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac \uc190\uc0c1(\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 \ubaa8\ub378)<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-372360b5 elementor-widget__width-initial elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"372360b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-star-half-alt\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">4.78<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7035dd elementor-widget__width-initial text-limit elementor-widget elementor-widget-heading\" data-id=\"e7035dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\uac15\ub3c4, \uacbd\ub7c9\uc131, \uadf8\ub9ac\uace0 \ube44\uc6a9 \ud6a8\uc728\uc131\uc73c\ub85c \uc778\ud574 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub2e8\uc12c\uc720 \uac15\ud654 \uc5f4\uac00\uc18c\uc131 \ud50c\ub77c\uc2a4\ud2f1\uc740 \ubd84\uc0b0\ub41c \ub2e8\uc12c\uc720\ub85c \uad6c\uc131\ub41c \ubcf5\uc7a1\ud55c \ubd80\ud488\uc744 \uc81c\uc791\ud558\uae30 \uc704\ud574 \uc0ac\ucd9c \uc131\ud615\uc744 \ud1b5\ud574 \uc81c\uc870\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uc7ac\ub8cc\uc758 \ud30c\uc190\uc740 \uc12c\uc720 \uade0\uc5f4 \ubc0f \uc18c\uc131 \ubcc0\ud615\uacfc \uac19\uc740 \uba54\ucee4\ub2c8\uc998\uc744 \ud3ec\ud568\ud558\ub294 \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc785\ub2c8\ub2e4. \ud604\uc7ac\uc758 \uc190\uc0c1 \ubc0f \ud30c\uc190 \ubaa8\ub378\uc740 \uac70\uc2dc\uc801\uc774\uac70\ub098 \ub2e8\uc21c\ud654\ub41c \ud615\ud0dc\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc740 \ub2e4\ub2e8\uacc4 \uade0\uc9c8\ud654 \uc811\uadfc\ubc95\uc744 \uc0ac\uc6a9\ud55c \uc5f0\uc18d\uccb4 \uc190\uc0c1 \uc5ed\ud559\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac15\uc131\uc744 \ud3c9\uac00\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \uc774 \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc740 &quot;\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654&quot;\ub77c\uace0 \ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc\ubc95\uc740 \ub450 \ub2e8\uacc4\uc758 \uacf5\uc815\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uba3c\uc800 \uc12c\uc720\ub97c \uadf8\ub8f9(\uc785\uc790)\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c Abaqus\uc5d0\uc11c UMAT \uc11c\ube0c\ub8e8\ud2f4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \uac01 \ub2e8\uacc4\uc758 \uac15\uc131\uc744 \ud3c9\uade0\ud654\ud55c \ud6c4 \uc804\uccb4 \uade0\uc9c8\ud654\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 Abaqus \uc0ac\uc6a9\uc740 \ubcf5\ud569\uc7ac\uc758 \ubcf5\uc7a1\ud55c \ud615\uc0c1 \ubaa8\ub378\ub9c1\uc744 \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc6d0\uc704 \ubc18\uacbd\ud310\uc5d0\uc11c \uc2dc\ud5d8\uc744 \ud1b5\ud574 \uac80\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8\uc744 \ud1b5\ud574 \ubcf4\uc815\uc744 \uc218\ud589\ud588\uc73c\uba70, Abaqus \uc720\ud55c\uc694\uc18c \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc218\ud589\ud588\uc2b5\ub2c8\ub2e4. Abaqus \ub2e8\uc12c\uc720 \uc190\uc0c1 \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 \ud504\ub85c\uc138\uc2a4\ub294 Abaqus \ub0b4\uc5d0\uc11c INP \ucf54\ub4dc\ub97c \ud1b5\ud574 \uad6c\ud604\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-435fff91 elementor-absolute pulse-btn elementor-align-justify elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"435fff91\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac-%ec%86%90%ec%83%81-%ed%8f%89%ea%b7%a0%ec%9e%a5-%ea%b7%a0%ec%a7%88%ed%99%94-%eb%aa%a8%eb%8d%b8\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">BUY NOW<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15ac7b0 elementor-widget__width-inherit elementor-absolute elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"15ac7b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: block;position: absolute\" width=\"0\" height=\"0\">\r\n  <defs><clippath id=\"clip\" clippathunits=\"objectBoundingBox\">\r\n  <path d=\"M0.0313,0H0.8313A0.0187,0.06,0,0,1,0.85,0.06V0.14A0.0187,0.06,0,0,0,0.8688,0.2H0.9812A0.0187,0.06,0,0,1,1,0.26V0.9A0.0313,0.1,0,0,1,0.9688,1H0.0313A0.0313,0.1,0,0,1,0,0.9V0.1A0.0313,0.1,0,0,1,0.0313,0Z\"\/>\r\n  <\/clippath><\/defs>\r\n<\/svg>\r\n<div class=\"inverted\"><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"48550\" class=\"elementor elementor-48550\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-719dc433 e-con-full e-flex e-con e-parent\" data-id=\"719dc433\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75cfa834 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-image\" data-id=\"75cfa834\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"846\" src=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre.png\" class=\"attachment-full size-full wp-image-10869\" alt=\"\" srcset=\"https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre.png 700w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-248x300.png 248w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-406x491.png 406w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-62x75.png 62w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-600x725.png 600w, https:\/\/dev.caeassistant.com\/wp-content\/uploads\/2023\/01\/Front-Damage-simulation-of-short-fibre-150x181.png 150w\" sizes=\"(max-width: 700px) 100vw, 700px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-379febf4 e-con-full e-flex e-con e-child\" data-id=\"379febf4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7092d660 elementor-widget__width-initial title-limit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-woocommerce-product-title elementor-page-title elementor-widget-heading\" data-id=\"7092d660\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"woocommerce-product-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"product_title entry-title elementor-heading-title elementor-size-default\"><a href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%ec%84%9c%eb%b8%8c%eb%a3%a8%ed%8b%b4%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac%ec%9d%98-%ec%86%90%ec%83%81-%ec%8b%9c%eb%ae%ac%eb%a0%88%ec%9d%b4\/\">\uc11c\ube0c\ub8e8\ud2f4\uc744 \uc774\uc6a9\ud55c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \uc2dc\ubbac\ub808\uc774\uc158<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-372360b5 elementor-widget__width-initial elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"372360b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-star-half-alt\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">0<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7035dd elementor-widget__width-initial text-limit elementor-widget elementor-widget-heading\" data-id=\"e7035dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\ub294 \uc798\uac8c \uc798\ub9b0 \uc12c\uc720\uc640 \ub9e4\ud2b8\ub9ad\uc2a4\ub85c \uad6c\uc131\ub418\uc5b4 \ubd88\uc5f0\uc18d\uc801\uc778 \uc12c\uc720 \uac15\ud654 \uc7ac\ub8cc\ub97c \ud615\uc131\ud558\uba70, \uc12c\uc720\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ub9e4\ud2b8\ub9ad\uc2a4 \ub0b4\uc5d0 \uc815\ub82c\ub418\uac70\ub098 \ubb34\uc791\uc704\ub85c \ubc30\uce58\ub429\ub2c8\ub2e4. \uc774 \uad50\uc721 \ud328\ud0a4\uc9c0\uc5d0\uc11c\ub294 \ub2e4\uc74c \uc790\ub8cc\ub97c \uae30\ubc18\uc73c\ub85c Abaqus\uc5d0\uc11c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac(SFC) \uc190\uc0c1\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. <strong><em><a href=\"https:\/\/asmedigitalcollection.asme.org\/appliedmechanics\/article-abstract\/72\/2\/249\/471338\/Damage-Modeling-in-Random-Short-Glass-Fiber?redirectedFrom=fulltext\" rel=\"nofollow noopener\" target=\"_blank\">\u201c&quot;\uc601\uad6c \ubcc0\ud615 \ubc0f \ub2e8\uce21 \ud6a8\uacfc\ub97c \ud3ec\ud568\ud55c \ubb34\uc791\uc704 \ub2e8\uc12c\uc720 \uac15\ud654 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \ubaa8\ub378\ub9c1&quot;.<\/a> <\/em><\/strong>1\uacfc\uc5d0\uc11c\ub294 SFC\uc758 \uc7a5\uc810, \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \ub4f1\uacfc \uac19\uc740 \uae30\ubcf8 \uc0ac\ud56d\uc744 \ubc30\uc6c1\ub2c8\ub2e4. 2\uacfc\uc5d0\uc11c\ub294 Abaqus\uc5d0\uc11c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\ub97c \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc774 \uacfc\uc5d0\uc11c\ub294 \uc774 \ud328\ud0a4\uc9c0\uac00 \uac70\uc2dc \ubaa8\ub378\ub9c1\uc744 \uc218\ud589\ud558\ub294 \uac70\uc2dc \ubaa8\ub378\ub9c1\uacfc \ubbf8\uc2dc \ubaa8\ub378\ub9c1 \uac04\uc758 \uc911\uc694\ud55c \uacb0\uc815\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. 3\uacfc\uc5d0\uc11c\ub294 \ud2b9\ud788 Dano \ubaa8\ub378\uc744 \ud1b5\ud574 \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \ubaa8\ub378\ub9c1\uc744 \ud0d0\uad6c\ud558\uc5ec \ud559\uc2b5 \uacfc\uc815\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4. \uc774 \uac70\uc2dc\uc801 \uc811\uadfc \ubc29\uc2dd\uc740 \ube44\uac00\uc5ed\uc801 \ud504\ub85c\uc138\uc2a4\uc640 \ub0b4\ubd80 \ubcc0\uc218\ub97c \ud1b5\ud569\ud558\uc5ec \uc774\ubc29\uc131 \uc190\uc0c1, \uc77c\ubc29\uc801 \ud6a8\uacfc \ubc0f \uc794\ub958 \ud6a8\uacfc\ub97c \ub2e4\ub8f9\ub2c8\ub2e4. 4\uacfc\uc5d0\uc11c\ub294 \uc774\ub860\uc744 \uc2e4\uc81c \uc751\uc6a9\uc73c\ub85c \uc5f0\uacb0\ud558\uc5ec VUSDFLD \uc11c\ube0c\ub8e8\ud2f4\uc744 \ud1b5\ud574 Abaqus\uc5d0\uc11c Dano \ubaa8\ub378\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc548\ub0b4\ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc740 \uc11c\ube0c\ub8e8\ud2f4\uc758 \ud750\ub984\ub3c4\ub97c \ud0d0\uc0c9\ud558\uace0 \uac01 \uc904\uc744 \uc21c\ucc28\uc801\uc73c\ub85c \uc124\uba85\ud569\ub2c8\ub2e4. 2\uac1c\uc758 \uc6cc\ud06c\uc20d\uc774 \uc774 \uacfc\ub97c \ubcf4\uc644\ud569\ub2c8\ub2e4. \uc6cc\ud06c\uc20d 1\uc5d0\uc11c\ub294 \ud3c9\uba74 \uc751\ub825 \uc694\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad6c\uba4d\uc774 \uc788\ub294 2D \ubcf5\ud569\uc7ac \ud310\uc744 \ub2e4\ub8e8\uba70 \uc7ac\ub8cc \uc18d\uc131, \uacbd\uacc4 \uc870\uac74 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 \uc808\ucc28\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc6cc\ud06c\uc20d 2\ub294 \uccab \ubc88\uc9f8 \uc6cc\ud06c\uc20d\uc744 \ubc18\uc601\ud558\uc5ec \uc258 \uc694\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec VUSDFLD \uc11c\ube0c\ub8e8\ud2f4 \ud65c\uc6a9\uc758 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc694\uc18c \uc720\ud615\uc758 \ubcc0\ud615\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-435fff91 elementor-absolute pulse-btn elementor-align-justify elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"435fff91\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/dev.caeassistant.com\/ko\/product\/%ec%84%9c%eb%b8%8c%eb%a3%a8%ed%8b%b4%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%eb%8b%a8%ec%84%ac%ec%9c%a0-%eb%b3%b5%ed%95%a9%ec%9e%ac%ec%9d%98-%ec%86%90%ec%83%81-%ec%8b%9c%eb%ae%ac%eb%a0%88%ec%9d%b4\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">BUY NOW<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15ac7b0 elementor-widget__width-inherit elementor-absolute elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"15ac7b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: block;position: absolute\" width=\"0\" height=\"0\">\r\n  <defs><clippath id=\"clip\" clippathunits=\"objectBoundingBox\">\r\n  <path d=\"M0.0313,0H0.8313A0.0187,0.06,0,0,1,0.85,0.06V0.14A0.0187,0.06,0,0,0,0.8688,0.2H0.9812A0.0187,0.06,0,0,1,1,0.26V0.9A0.0313,0.1,0,0,1,0.9688,1H0.0313A0.0313,0.1,0,0,1,0,0.9V0.1A0.0313,0.1,0,0,1,0.0313,0Z\"\/>\r\n  <\/clippath><\/defs>\r\n<\/svg>\r\n<div class=\"inverted\"><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<p style=\"text-align: center;\"><span style=\"color: #000000;\">\ubaa8\ub378\ub9c1\uc5d0\uc11c \ub450 \uac00\uc9c0 \uc9e7\uc740 \uc12c\uc720 \ubcf5\ud569\uc7ac \uc190\uc0c1 \ud29c\ud1a0\ub9ac\uc5bc \ud328\ud0a4\uc9c0\uc758 \ucc28\uc774\uc810:<\/span><\/p>\n<ul>\n<li class=\"product_title entry-title wd-entities-title\"><span style=\"color: #0000ff;\"><strong>\uc11c\ube0c\ub8e8\ud2f4\uc744 \uc774\uc6a9\ud55c \ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac\uc758 \uc190\uc0c1 \uc2dc\ubbac\ub808\uc774\uc158:<\/strong><\/span> <span style=\"color: #000000;\">VUSDFLD \uc11c\ube0c\ub8e8\ud2f4\uc744 \ud1b5\ud574 \uad6c\ud604\ub41c \uac70\uc2dc\uc801 \uc190\uc0c1 \ubaa8\ub378(Dano \ubaa8\ub378)\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li class=\"product_title entry-title wd-entities-title\"><span style=\"color: #0000ff;\"><strong>\ub2e8\uc12c\uc720 \ubcf5\ud569\uc7ac \uc190\uc0c1(\ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654 \ubaa8\ub378):<\/strong><\/span> <span style=\"color: #000000;\">UMAT \uc11c\ube0c\ub8e8\ud2f4\uc744 \ud1b5\ud574 \uad6c\ud604\ub41c \ud3c9\uade0\uc7a5 \uade0\uc9c8\ud654\ub97c \uc0ac\uc6a9\ud558\ub294 \ubbf8\uc138\uae30\uacc4\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">\uadf8\ub9cc\ud07c\u00a0<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/caeassistant.com\/\" target=\"_blank\" rel=\"noopener\">CAE \ubcf4\uc870\uc6d0<\/a><\/span>\u00a0\uc800\ud76c\ub294 \uace0\uac1d\ub2d8\uc758 \ubaa8\ub4e0 CAE \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uace0 \uc788\uc73c\uba70, \uace0\uac1d\ub2d8\uc758 \ud53c\ub4dc\ubc31\uc740 \uc774\ub7ec\ud55c \ubaa9\ud45c \ub2ec\uc131\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uad81\uae08\ud55c \uc810\uc774 \uc788\uac70\ub098 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uba74 WhatsApp\uc744 \ud3ec\ud568\ud55c \uc18c\uc15c \ubbf8\ub514\uc5b4 \uacc4\uc815\uc744 \ud1b5\ud574 \uc5b8\uc81c\ub4e0\uc9c0 \uacf5\uc720\ud574 \uc8fc\uc138\uc694.<\/span><\/p>\n<h2><span style=\"color: #ff6600;\">\uacb0\ub860<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">In the end Short Fiber Reinforced Composites (SFRCs) are favored for injection molding due to their enhanced properties compared to unfilled polymers. Two main micro-mechanical modeling approaches, mean-field and full-field models, are used to predict damage. Mean-field models, which average stress and strain within microstructural components, offer computational efficiency but lack detailed insights into deformation mechanisms and phase interactions, leading to lower accuracy than full-field models.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Full-field models, which simulate material behavior in detail, require significant computational resources for creating and analyzing Representative Volume Elements (RVE). Neural networks provide a superior alternative, achieving desired properties and full-field level accuracy without the trial-and-error process of generating an RVE. They use weights and biases to store learned knowledge, reducing memory and computational time, and can leverage transfer learning to enhance models with less data. Fine-tuned neural networks for short fiber composite model can predict unseen loading conditions with high accuracy.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Key elements in neural network modeling include hidden layers, activation functions, training, validation, normalization, and evaluation. Dense hidden layers approximate complex functions, while the ELU activation function introduces non-linearity to enhance pattern learning. Training involves iterative weight adjustments to minimize loss, and validation assesses the model&#8217;s generalization on unseen data to detect overfitting.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Normalization scales input data to a common range (typically [0, 1]) for efficient learning and faster convergence. Evaluation metrics like Mean Relative Error (MeRE) and Maximum Relative Error (MaRE) provide a thorough assessment of model performance. In composite modeling, crucial steps include material selection, volume fraction determination, geometry definition, and material property assignment. Boundary conditions and loading scenarios are defined, and meshing involves selecting appropriate finite elements.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">The process includes pre-training the neural network on extensive datasets for general pattern learning and fine-tuning with high-fidelity data from FEM simulations or experiments, ensuring robust and accurate predictions.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Short Fiber Reinforced Composites (SFRCs) are increasingly popular due to their suitability for injection molding and superior properties compared to unfilled polymers. Understanding their behavior is essential for predicting potential damage and optimizing their use in various applications. To model SFRCs, we explore micro-mechanical approaches, focusing on mean-field and full-field models. While mean-field models are [&hellip;]<\/p>","protected":false},"author":4,"featured_media":25152,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[67],"tags":[],"class_list":["post-24881","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts\/24881","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/comments?post=24881"}],"version-history":[{"count":3,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts\/24881\/revisions"}],"predecessor-version":[{"id":49546,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/posts\/24881\/revisions\/49546"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/media\/25152"}],"wp:attachment":[{"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/media?parent=24881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/categories?post=24881"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.caeassistant.com\/ko\/wp-json\/wp\/v2\/tags?post=24881"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}