oleksiyskononenko / mlfemLinks
Deep Learning and Finite Element Method for Physical Systems Modeling
☆51Updated 6 years ago
Alternatives and similar repositories for mlfem
Users that are interested in mlfem are comparing it to the libraries listed below
Sorting:
- Framework for Data-Driven Design and Analysis of Materials☆40Updated 6 years ago
- ☆59Updated 2 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆20Updated 2 years ago
- ☆15Updated 2 years ago
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆75Updated 5 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆29Updated 6 years ago
- Dataset of topology optimization☆96Updated 5 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- ☆37Updated 7 years ago
- ☆35Updated 4 years ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆33Updated 5 years ago
- FFT-based homogenization in Python☆35Updated 5 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆53Updated 4 years ago
- This repo contains matlab code for multiscale finite element method☆54Updated 7 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆24Updated 5 months ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆46Updated 4 years ago
- Code for "Neural Networks for Topology Optimization"☆150Updated 4 years ago
- Microstructure modeling, mesh generation, analysis, and visualization.☆89Updated 2 months ago
- Implementation of Maximum Size constraints on the TopOpt_in_PETSc code☆40Updated 5 years ago
- This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python☆46Updated 2 years ago
- NEW VERSION ! Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆65Updated 2 years ago
- ☆22Updated 4 years ago
- Geometrically-Nonlinear Shell Finite Element Analysis☆33Updated 4 years ago
- Micromechanical modeling of intralaminar damage in thin ply Fiber Reinforced Polymer Composite laminates☆13Updated 4 years ago
- Homogenization code for 3D lattice structure☆80Updated 5 months ago
- Multiscale Modeling☆43Updated 6 years ago
- Topology optimization☆30Updated last year
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆131Updated 9 months ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆38Updated 4 months ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆55Updated 3 years ago