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…☆74Updated 5 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆46Updated 4 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.☆29Updated 6 years ago
- Framework for Data-Driven Design and Analysis of Materials☆40Updated 6 years ago
- Implementation of Maximum Size constraints on the TopOpt_in_PETSc code☆40Updated 5 years ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆129Updated 7 months ago
- ☆13Updated 2 years ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆33Updated 5 years ago
- ☆58Updated 2 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆52Updated 4 years ago
- This project contains topology optimization of structure with SIMP and multiscale opitimization of both structure and materials with AH…☆59Updated 7 years ago
- Dataset of topology optimization☆95Updated 5 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- Topology optimization☆29Updated last year
- Code for "Neural Networks for Topology Optimization"☆150Updated 4 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆25Updated 2 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆23Updated 4 months ago
- This repo contains matlab code for multiscale finite element method☆53Updated 6 years ago
- NEW VERSION ! Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆64Updated 2 years ago
- Improved version of the codes accompanying the book "A. J. M. Ferreira, MATLAB Codes for Finite Element Analysis: Solids and Structures, …☆29Updated 2 years ago
- Micromechanical modeling of intralaminar damage in thin ply Fiber Reinforced Polymer Composite laminates☆13Updated 4 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆46Updated 7 months ago
- FFT-based homogenization in Python☆35Updated 5 years ago
- ☆22Updated 4 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.☆27Updated 3 years ago
- This package implements NURBS-based IsoGeometric Analysis (IGA) and is released freely for education and research purposes. These codes a…☆42Updated 6 years ago
- Geometrically-Nonlinear Shell Finite Element Analysis☆31Updated 4 years ago