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:
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆29Updated 6 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- Framework for Data-Driven Design and Analysis of Materials☆38Updated 5 years ago
- ☆13Updated 2 years ago
- All benchmarks, examples and applications cases to be run by Kratos. Note that unit tests are in Kratos repository and NOT here☆48Updated 3 weeks ago
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆73Updated 5 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆19Updated last year
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆33Updated 5 years ago
- ☆55Updated 2 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆44Updated 4 years ago
- Extraction of mechanical properties of materials through deep learning from instrumented indentation☆69Updated 3 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆42Updated last year
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆52Updated 4 years ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆125Updated 6 months ago
- FFT-based homogenization in Python☆35Updated 5 years ago
- Microstructure modeling, mesh generation, analysis, and visualization.☆86Updated 2 months ago
- Dataset of topology optimization☆95Updated 5 years ago
- Topology optimization☆29Updated last year
- VEMLAB: a MATLAB library for the virtual element method☆39Updated last year
- NEW VERSION ! Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆63Updated 2 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆37Updated 2 months ago
- Improved version of the codes accompanying the book "A. J. M. Ferreira, MATLAB Codes for Finite Element Analysis: Solids and Structures, …☆28Updated 2 years ago
- ☆22Updated 4 years ago
- ☆37Updated 7 years ago
- This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python☆46Updated last year
- Implementation of Maximum Size constraints on the TopOpt_in_PETSc code☆40Updated 5 years ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆110Updated 5 months ago
- Isogeometric finite elements in Matlab☆71Updated 5 years ago
- ☆34Updated 3 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆56Updated 3 years ago