ISM-Weimar / DeepEnergyMethodsLinks
☆46Updated 2 years ago
Alternatives and similar repositories for DeepEnergyMethods
Users that are interested in DeepEnergyMethods are comparing it to the libraries listed below
Sorting:
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆73Updated 8 months ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆27Updated 3 years ago
- ☆59Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆45Updated last year
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆54Updated 4 years ago
- Physics-guided neural network framework for elastic plates☆50Updated 3 years ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆18Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59Updated last year
- Adaptive phase field modeling of fracture using deep energy minimization.☆39Updated 4 years ago
- ☆21Updated last year
- ☆20Updated 2 years ago
- ☆36Updated 4 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- Physics-informed radial basis network☆36Updated last year
- This repo contains matlab code for multiscale finite element method☆54Updated 7 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆23Updated 8 months ago
- ☆31Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Updated 2 months ago
- Soving heat transfer problems using PINN with tf2.0☆21Updated 4 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆26Updated 4 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆19Updated 3 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆22Updated 2 years ago
- This repository contains matlab source code for material point methods with the option of performing elastic, elasto-plastic or brittle f…☆21Updated 4 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆25Updated 8 months ago
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆39Updated 5 years ago
- PINN program for computational mechanics☆131Updated last year
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆56Updated 3 years ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆25Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆71Updated last month