Gaurav11ME / PINN_For_Linear_Elastic_MechanicsLinks
Physics Informed Neural Networks To Solve Problems In Solid Mechanics
☆12Updated last year
Alternatives and similar repositories for PINN_For_Linear_Elastic_Mechanics
Users that are interested in PINN_For_Linear_Elastic_Mechanics are comparing it to the libraries listed below
Sorting:
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆23Updated 2 years ago
- ☆42Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆66Updated 2 months ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆50Updated 4 years ago
- This repository contains matlab source code for material point methods with the option of performing elastic, elasto-plastic or brittle f…☆21Updated 3 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 2 months ago
- ☆16Updated 2 years ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆14Updated last year
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- ☆55Updated 2 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆12Updated 11 months ago
- Soving heat transfer problems using PINN with tf2.0☆19Updated 4 years ago
- MPMAT is a tutotial Material Point Method code implemented in Matlab☆35Updated 2 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆20Updated 2 months ago
- Abaqus/Standard user element subroutine (UEL) for hyperelastic materials in total Lagrangian framework using standard displacement formul…☆17Updated last month
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆21Updated 2 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆24Updated 4 years ago
- WGFEM of solving Poisson equations☆9Updated 9 years ago
- Physics-guided neural network framework for elastic plates☆45Updated 3 years ago
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆33Updated 4 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆39Updated 11 months ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 5 months ago
- Various finite element implementations for composite laminate plates in MatLab☆11Updated 7 years ago
- A program for solving nonlinear boundary value problems in solid mechanics with nonlinear material behaviour and large deformation.☆10Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- Kirchhoff and Mindlin Plates☆8Updated last year
- Mathematica codes for nonlocal elasticity (dual-horizon non-ordinary state-based peridynamics), including library functions and numerical…☆12Updated 3 years ago
- ☆19Updated last year
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆12Updated 2 years ago
- FEM enhanced neural network☆17Updated 2 years ago