Popular GitHub Repositories for Fem

AI-mag: Inductor Modeling and Design with FEM and Artificial Neural Network

Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network

In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite element method (FEM) for parametric simulation of static problems in structural mechanics.

Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)

RVEtool for defects is a high-performance modeling package for generating, meshing and solving fiber-reinforced based micromechanical models including the presence of defects. It uses Alya as the structural mechanics solver and executed with PyCOMPSs allows synthetic data generation for AI model deployment.

Machine Learning-Based Generalized Model for Finite Element Analysis of Roll Deflection During the Austenitic Stainless Steel 316L Strip Rolling

This is the repository is linked to the software MovingBoundaryMinerals.jl, which describes the diffusion-limited growth in mineral couples.