rishithellathmeethal / fem_nnLinks
FEM enhanced neural network
☆19Updated 2 years ago
Alternatives and similar repositories for fem_nn
Users that are interested in fem_nn are comparing it to the libraries listed below
Sorting:
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 7 months ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 3 years ago
- Physics-guided neural network framework for elastic plates☆46Updated 3 years ago
- ☆19Updated last year
- ☆58Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- ☆23Updated 11 months ago
- ☆43Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆52Updated 4 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆17Updated 3 years ago
- Finite element method for linear and nonlinear beams and plates☆11Updated 7 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆25Updated 2 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆67Updated 4 months ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆12Updated 2 years ago
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆19Updated 2 months ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆54Updated 3 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆20Updated 2 years ago
- ☆41Updated 3 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆28Updated 4 months ago
- PINN program for computational mechanics☆121Updated last year
- The reliability analysis is studied for stiffened Kirchhoff's plate bending using the Finite Element Method in MATLAB. We used the Hsieh-…☆13Updated 3 years ago
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆34Updated 4 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 4 months ago
- PINN for heat transfer problems☆19Updated 4 years ago
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆11Updated 3 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆24Updated 4 years ago
- 2D/3D Finite Element (FEM) beam model using Newmark Method for dynamic analysis☆36Updated 6 years ago
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆17Updated 3 years ago