Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
☆118Dec 13, 2024Updated last year
Alternatives and similar repositories for autoreg-pde-diffusion
Users that are interested in autoreg-pde-diffusion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 3 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆29Nov 6, 2024Updated last year
- ☆311Sep 14, 2024Updated last year
- ☆97Sep 2, 2024Updated 2 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.
- Official implementation of Scalable Transformer for PDE surrogate modelling☆58Mar 23, 2024Updated 2 years ago
- ☆95Jul 18, 2023Updated 3 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆84Nov 21, 2025Updated 9 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆90Nov 4, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆72Jun 10, 2024Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- ☆11Jan 7, 2025Updated last year
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆232May 28, 2023Updated 3 years ago
- Code for the paper Universal Physics Transformers☆170Jul 2, 2025Updated 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.
- ☆14Feb 18, 2024Updated 2 years ago
- Training methodologies for autoregressive neural operators/emulators in JAX.☆15Jun 1, 2026Updated 3 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆60Jun 10, 2024Updated 2 years ago
- ☆19Apr 5, 2024Updated 2 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆77Apr 21, 2026Updated 4 months ago
- ☆18Aug 17, 2024Updated 2 years ago
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆151Sep 11, 2024Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆196Apr 10, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆63Jul 21, 2025Updated last year
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆229Nov 24, 2025Updated 9 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆352Apr 16, 2026Updated 4 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Aug 12, 2026Updated 3 weeks ago
- ☆21May 25, 2024Updated 2 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆58May 23, 2023Updated 3 years ago
- ☆13Dec 19, 2023Updated 2 years ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆235Oct 27, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆46Sep 30, 2022Updated 3 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆26Jun 3, 2025Updated last year
- A large-scale benchmark for machine learning methods in fluid dynamics☆296Oct 25, 2025Updated 10 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,193Mar 30, 2026Updated 5 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 5 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆43Mar 10, 2025Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago