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:
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆77Updated 5 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆20Updated 2 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆30Updated 6 years ago
- FFT-based homogenization in Python☆35Updated 5 years ago
- ☆59Updated 2 years ago
- Code for "Neural Networks for Topology Optimization"☆153Updated 4 years ago
- This project contains topology optimization of structure with SIMP and multiscale opitimization of both structure and materials with AH…☆60Updated 7 years ago
- Implementation of Maximum Size constraints on the TopOpt_in_PETSc code☆40Updated 5 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- NEW VERSION ！ Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆66Updated 2 years ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆134Updated 10 months ago
- This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python☆47Updated 2 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆38Updated 5 months ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆24Updated 6 months ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆47Updated 4 years ago
- ☆15Updated 2 years ago
- Homogenization code for 3D lattice structure☆82Updated 6 months ago
- Python Laboratory for Finite Element Analysis☆60Updated 3 months ago
- ☆32Updated 3 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- Toolbox for particulate microstructure modelling☆56Updated 2 years ago
- Geometrically-Nonlinear Shell Finite Element Analysis☆34Updated 4 years ago
- Code to control abaqus model through python API☆52Updated 4 years ago
- Micromechanical modeling of intralaminar damage in thin ply Fiber Reinforced Polymer Composite laminates☆13Updated 4 years ago
- Microstructure modeling, mesh generation, analysis, and visualization.☆93Updated 3 months ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆53Updated 4 years ago
- Topology optimization☆30Updated last year
- This package implements NURBS-based IsoGeometric Analysis (IGA) and is released freely for education and research purposes. These codes a…☆43Updated 6 years ago
- Multiscale Modeling☆43Updated 6 years ago
- Matlab code for isogeometric boundary element analysis☆33Updated 13 years ago