francoismaze / topodiffLinks
Code, technical details and links to datasets and trained models for TopoDiff
☆49Updated last year
Alternatives and similar repositories for topodiff
Users that are interested in topodiff are comparing it to the libraries listed below
Sorting:
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆76Updated last year
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆29Updated last year
- A Mesh-free Topology Optimization Method using Neural Representations☆37Updated 4 years ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 5 months ago
- Neural SPH☆37Updated last year
- ☆32Updated 3 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Updated last year
- Differentiable Flexible Mechanical Metamaterials☆23Updated 10 months ago
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆38Updated 5 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆32Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆26Updated 2 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆80Updated 11 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated 9 months ago
- Official implementation of Diffusion Graph Networks (DGNs)☆70Updated 7 months ago
- ☆24Updated 2 years ago
- ☆33Updated 3 months ago
- ☆13Updated 4 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆28Updated 8 months ago
- ☆23Updated 10 months ago
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆27Updated 2 years ago
- ☆46Updated 7 months ago
- ☆126Updated 2 years ago
- ☆59Updated last year
- ☆34Updated 2 years ago
- ☆86Updated last year
- PyTorch-FEniCS interface☆102Updated 4 years ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆20Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023☆22Updated 2 years ago