Code for "Neural Networks for Topology Optimization"
☆160Jul 2, 2021Updated 4 years ago
Alternatives and similar repositories for nn4topopt
Users that are interested in nn4topopt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dataset of topology optimization☆99Mar 4, 2020Updated 6 years ago
- Topology Optimization using Python☆564Aug 31, 2022Updated 3 years ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆144Feb 17, 2025Updated last year
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆52Jun 4, 2021Updated 5 years ago
- A Python Library for Topology Optimization☆125Jul 18, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep learning-based topology optimization with a minimum compliance loss function☆15Feb 24, 2021Updated 5 years ago
- This project contains topology optimization of structure with SIMP and multiscale opitimization of both structure and materials with AH…☆64Jun 13, 2018Updated 8 years ago
- Topology optimization☆30Feb 27, 2024Updated 2 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆30Jan 28, 2026Updated 4 months ago
- Topology Optimization Laboratory☆187Updated this week
- MATLAB Code for Topology Optimization of Plates☆48Jan 29, 2026Updated 4 months ago
- Repository for Sharing the Code Sets for "Topology Optimization with Advanced CNN using Mapped Physics-based Data."☆13Jan 6, 2023Updated 3 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆23Sep 22, 2023Updated 2 years ago
- A Mesh-free Topology Optimization Method using Neural Representations☆42Oct 27, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Topology optimization based on the Moving Node Approach using EFG or FEM methods.☆58Apr 24, 2019Updated 7 years ago
- Topology optimization for linear elastic minimum compliance with volume constraints on cartesian grids in 3D using PETSc.☆256Jun 12, 2025Updated last year
- Materials for the TOPology OPTimization course [ALM]☆20Mar 28, 2025Updated last year
- ☆66Mar 15, 2022Updated 4 years ago
- This project explores the integration of Machine Learning (ML) and Deep Learning (DL) techniques in the field of topology optimization. L…☆18Jan 16, 2024Updated 2 years ago
- explicit topology optimization☆17Oct 3, 2018Updated 7 years ago
- Reliability-based Topology Optimization☆20Jun 17, 2019Updated 7 years ago
- Python code for topology optimization using CalculiX FEM solver.☆425Apr 3, 2025Updated last year
- DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.☆138Nov 19, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆39Jun 25, 2025Updated 11 months ago
- An Efficient 51 lines Matlab code for topology optimization.☆18Feb 28, 2019Updated 7 years ago
- initial☆14Apr 8, 2019Updated 7 years ago
- NEW VERSION ！ Parallel solver for thermal-fluid-structural topology optimization on unstructured grids.☆68Mar 30, 2023Updated 3 years ago
- 2D/3D integrated Topology optimization parallel-computing framework for arbitrary design domains☆61May 13, 2024Updated 2 years ago
- Narrow-Band Topology Optimization on a Sparsely Populated Grid, ACM Transactions on Graphics (SIGGRAPH Asia 2018)☆200Jun 20, 2022Updated 3 years ago
- Multimaterial Topop with Deep Learning☆13Apr 16, 2021Updated 5 years ago
- Topology Optimization under Uncertainty (TOuU)☆18Feb 13, 2019Updated 7 years ago
- Implementation of Maximum Size constraints on the TopOpt_in_PETSc code☆43Jun 6, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆20Jan 8, 2023Updated 3 years ago
- TOPress: a MATLAB implementation for topology optimization of structures subjected to design‑dependent pressure loads☆19Jun 28, 2025Updated 11 months ago
- A basic topological optimization program using BESO technique.☆16Apr 5, 2020Updated 6 years ago
- Topology optimization design using Matlab☆23Jan 1, 2017Updated 9 years ago
- Fast nonlinear FEA tailored for topology optimization☆33Apr 30, 2022Updated 4 years ago
- 99 Line Topology Optimization (from Matlab)☆32May 14, 2016Updated 10 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆47Feb 10, 2025Updated last year