martenlienen / generative-turbulenceLinks
Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024
☆28Updated 7 months ago
Alternatives and similar repositories for generative-turbulence
Users that are interested in generative-turbulence are comparing it to the libraries listed below
Sorting:
- ☆16Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Updated last year
- ☆25Updated 2 years ago
- Neural SPH☆37Updated last year
- ☆33Updated 2 months ago
- ☆23Updated 3 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆68Updated 9 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆17Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Updated 11 months ago
- ☆22Updated 2 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 7 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 11 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆73Updated last year
- ☆46Updated 6 months ago
- ☆51Updated 2 months ago
- ☆53Updated 3 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆99Updated 9 months ago
- ☆20Updated last month
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆26Updated 10 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆21Updated 4 months ago
- ☆13Updated 4 years ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 4 months ago
- ☆17Updated 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
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 10 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆57Updated 8 months ago