MinhNguyenIKM

dem_hyperelasticity. A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on the idea of minimum potential energy. The method is named "Deep Energy Method".

multiscale-homogenization. Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The macroscopic BVPs are solved by FEM method (we use PyFEM framework based on the book Nonlinear Finite Element Analysis of Solids and Structures of Rene' de Borst et. al.)

parametric-deep-energy-method. Jupyter Notebook

vem. Virtual Element Method

fft-microscale-homogenization. Python

jax-am. Additive manufacturing simulation with JAX.

PhiFlow. A differentiable PDE solving framework for machine learning