deng-cy / deep_learning_topology_optLinks
Code for paper "Self-Directed Online Machine Learning for Topology Optimization"
☆121Updated 5 months ago
Alternatives and similar repositories for deep_learning_topology_opt
Users that are interested in deep_learning_topology_opt are comparing it to the libraries listed below
Sorting:
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆43Updated 4 years ago
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆72Updated 5 years ago
- Code for "Neural Networks for Topology Optimization"☆143Updated 4 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
- Direct Mesh-free Topology Optimization using Neural Networks☆19Updated last year
- all code for this study☆23Updated 5 years ago
- Topology Optimization Laboratory☆163Updated this week
- Materials for the TOPology OPTimization course [ALM]☆20Updated 3 months ago
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆15Updated 2 years ago
- This project contains topology optimization of structure with SIMP and multiscale opitimization of both structure and materials with AH…☆56Updated 7 years ago
- Homogenization code for 3D lattice structure☆76Updated last month
- NEW VERSION ! Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆63Updated 2 years ago
- Dataset of topology optimization☆93Updated 5 years ago
- Fast nonlinear FEA tailored for topology optimization☆28Updated 3 years ago
- Topology optimization using PETSc: a Python wrapper and extended functionality☆61Updated 2 years ago
- The code for paper <Structural topology optimization by combining Reinforcement Learning with BESO>☆19Updated 5 years ago
- MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners☆41Updated 6 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆37Updated 3 weeks ago
- FEniCSx-based topology optimization supporting parallel computing☆64Updated 8 months ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆56Updated 3 years ago
- An 808-line Matlab educational code for combined multi-scale topology optimisation and phasor-based dehomogenisation☆26Updated 7 months ago
- These are the MATLAB automation scripts for COMSOL topology optimization.☆17Updated last year
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 2 months ago
- Efficient Multiscale Topology Optimization☆32Updated 2 years ago
- Python implementation of the Method of Moving Asymptotes (MMA)☆97Updated last month
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- Matlab code for the Topology Optimization of Binary Structures (TOBS) method.☆37Updated 4 years ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆66Updated 11 months ago
- ☆28Updated 2 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆46Updated 5 months ago