This comprehensive package equips you with the tools and knowledge to:

• Understand the framework for developing machine learning models to predict composite fiber properties.
• Gain a brief introduction to Gaussian Process Regression (GPR) and how to quantify uncertainty.
• Master techniques for generating synthetic data using Abaqus, including setting up RVEs, applying periodic boundary conditions, and using tools like Viper and EZPPC.
• Learn how to use Latin Hypercube Sampling to effectively distribute input parameters.
• Perform training and testing of GPR models using input and output data.
• Implement an inverse algorithm to predict fiber properties when they cannot be directly measured.
• Validate the developed GPR model against reported literature values.
• Explore how to apply the developed machine learning model to predict properties of other composite types, such as plain woven composites.
• Access workshop files and corrected code for hands-on practice.

This course is suitable for individuals who have a basic understanding of Abaqus and are looking to learn it at a more advanced level. It is designed for engineers, researchers, and students eager to stay at the forefront of innovation. It will empower you to enhance your designs, save valuable time, and push the boundaries of material analysis. The approach is scalable for other analysis.

This product is the result of a doctoral thesis—years of dedicated research distilled into an advanced, cutting-edge resource. It covers unique topics that have no comparable alternatives. Additionally, its specialized nature means it is not intended for general, entry-level use, where lower prices might be more common.

Now, consider this: if your own years of expertise and research were turned into a product, at what price would you be willing to sell it?

In fact, with this payment, you are saving yourself hours of time spent searching for credible articles and simulating coding, watching hours of pointless videos on YouTube, and trial and error in software to achieve similar results. The value of those hours is certainly far greater than this amount.

You may find competitors offering similar products at lower prices. However, many of our customers come to us after trying those options, realizing they received incomplete, low-quality content, unverified, inaccurate or sometimes wrong that didn’t truly help them.

What sets our tutorials apart is the depth of knowledge, step-by-step simulations, and carefully structured theoretical explanations. Every detail is meticulously crafted using the highest-quality materials to ensure a superior learning experience.

Ultimately, those who truly understand the value of this product recognize that its price is not just reasonable—it’s a worthwhile investment.

All of our training is in English. Many of them feature human narration in very clear and fluent English, and some also have a tutor explaining in English. However, all training includes accurate and error-free subtitles.

We fully and unconditionally guarantee the accuracy and functionality of our content, ensuring it matches the descriptions provided on our website. This guarantee covers any discrepancies between the training and the presented syllabus, as well as any issues with the files, code, and videos you receive. For more information you can check the Terms and Conditions.

All of our training is also provided in an .inp format, which allows you to open them on all software versions.

By purchasing this package, you will get access to the following:

• A 4-hour training video including, theory and simulation, with human generated error free caption, Step-by-step simulation and block by block code explanation, which is coded and can only be played on the exclusive CAE Assistant player.
• The validation section, which compares and confirms the methodology and simulation method with scientific articles (papers).
• All simulation files, including INP files and USDFLD and DFLUX subroutines used in different models, and ODB files (optional).
• All Python codes and a video explaining these codes block by block.

Yes, you can receive this training in a language other than English, which includes an additional fee. If you are interested, please contact our online chat or support email for more information.

Yes, depending on the modifications you require, we can implement the changes you need. To learn more about the terms and conditions for such custom orders, please contact our support email or our online chat.