tum-pbs / dgn4cfdLinks
Official implementation of Diffusion Graph Networks (DGNs)
☆70Updated 6 months ago
Alternatives and similar repositories for dgn4cfd
Users that are interested in dgn4cfd are comparing it to the libraries listed below
Sorting:
- Repo to the paper "Message Passing Neural PDE Solvers"☆139Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆99Updated 9 months ago
- Code for the paper Universal Physics Transformers☆135Updated 3 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆73Updated last year
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆80Updated 11 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 7 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆67Updated 4 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆47Updated 2 years ago
- ☆53Updated 3 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆155Updated 5 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated last year
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆46Updated 3 weeks ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆75Updated 5 months ago
- MeshGraphNets (MGN)☆67Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- ☆82Updated 2 years ago
- ☆85Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Updated 11 months ago
- ☆51Updated 2 months ago
- ☆22Updated 2 months ago
- ☆23Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 10 months ago
- ICON for in-context operator learning☆59Updated 7 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆21Updated 4 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆68Updated 9 months ago
- ☆46Updated 6 months ago
- Encoding physics to learn reaction-diffusion processes☆105Updated 2 years ago
- Spectral Neural Operator☆78Updated last year