elingaard / deep-topoptLinks
Deep learning-based topology optimization with a minimum compliance loss function
☆14Updated 4 years ago
Alternatives and similar repositories for deep-topopt
Users that are interested in deep-topopt are comparing it to the libraries listed below
Sorting:
- Generates patterns with seamlessly connected building blocks☆17Updated last year
- Python codes for generating a dataset with topology optimization results for the base cell of a periodic metamaterial☆11Updated 8 months ago
- Contains codes associated with our paper "Gyroid-like metamaterials: Topology optimization and Deep Learning"☆17Updated 2 years ago
- Concurrent topology optimization of multiscale composite structures in Matlab☆52Updated 6 years ago
- Graded Multiscale Fluid Topology Optimization using Neural Networks☆22Updated 2 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆51Updated 4 years ago
- IH-GAN, data generation, and topology optimization code associated with our accepted CMAME 2022 paper: "IH-GAN: A Conditional Generative …☆27Updated 3 years ago
- This project contains topology optimization of structure with SIMP and multiscale opitimization of both structure and materials with AH…☆61Updated 7 years ago
- 拓扑优化整理资料☆44Updated 2 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆25Updated 8 months ago
- Code sample for "An efficient 146-line 3D sensitivity analysis code of stress-based topology optimization written in MATLAB"☆32Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆73Updated 8 months ago
- MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners☆43Updated 6 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆54Updated 4 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆27Updated 3 years ago
- ☆20Updated 2 years ago
- 3D Structural Topology Optimization in Matlab using Unstructured Meshes☆32Updated 4 years ago
- NEW VERSION ! Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆66Updated 2 years ago
- ☆31Updated last year
- ☆59Updated 2 years ago
- Machine learning-based multiscale topology optimization☆19Updated 2 years ago
- ☆11Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59Updated last year
- Homogenization code for 3D lattice structure☆84Updated 8 months ago
- 2D/3D integrated Topology optimization parallel-computing framework for arbitrary design domains☆60Updated last year
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆20Updated 5 months ago
- Efficient Multiscale Topology Optimization☆35Updated 3 years ago
- PINN program for computational mechanics☆131Updated last year
- Matlab code for multiscale Multiphysics optimization of porous structure☆16Updated 3 years ago
- A physics informed deep learning model for flow through porous media using data acquired from LBM simulations.☆14Updated 2 years ago