[🔥ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data
☆136Jul 16, 2026Updated 3 months ago
Alternatives and similar repositories for RealPDEBench
Users that are interested in RealPDEBench 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 2025] Official PyTorch implementation of the CALM layers and CALM-PDE model.☆21Oct 20, 2025Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆28Apr 1, 2026Updated 7 months ago
- A comprehensive benchmark for machine learning multiphysics flows☆22Feb 3, 2026Updated 8 months ago
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆31Oct 19, 2025Updated last year
- This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better ene…☆26Oct 2, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2024] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones s…☆39Oct 3, 2025Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 4 months ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆52Nov 4, 2025Updated 11 months ago
- ☆16Mar 9, 2026Updated 7 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆68Mar 8, 2026Updated 7 months ago
- ☆13Dec 19, 2023Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆61Jun 10, 2024Updated 2 years ago
- A Library for Advanced Neural PDE Solvers.☆348Mar 10, 2026Updated 7 months ago
- [ICLR 2024] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆35Oct 2, 2026Updated 3 weeks 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.
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,223Mar 30, 2026Updated 7 months ago
- ☆314Sep 14, 2024Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆106Oct 23, 2025Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆55May 31, 2023Updated 3 years ago
- ☆89May 27, 2026Updated 5 months ago
- VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics Prediction☆12Mar 11, 2026Updated 7 months ago
- ☆70Jul 10, 2023Updated 3 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆120Dec 13, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆11Jan 7, 2025Updated last year
- ☆19Feb 28, 2026Updated 8 months ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆427Feb 26, 2026Updated 8 months ago
- [ICML 2025] SafeDiffCon is a diffusion model for safe PDE Control.☆14Oct 19, 2025Updated last year
- ☆1,127Updated this week
- A large-scale benchmark for machine learning methods in fluid dynamics☆304Oct 25, 2025Updated last year
- Reduced order modeling with shallow recurrent decoder networks☆31Oct 1, 2026Updated 3 weeks ago
- The official repository of “Transolver is a Linear Transformer: Revisiting Physics-Attention through the Lens of Linear Attention”. Comin…☆28Mar 24, 2026Updated 7 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆88Nov 21, 2025Updated 11 months ago
- 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.
- Here you find the Spectral Operator Learning Under construcTION☆21May 8, 2024Updated 2 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆27Jun 3, 2025Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆361Apr 16, 2026Updated 6 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆74Jun 10, 2024Updated 2 years ago
- ☆15Nov 28, 2025Updated 11 months ago
- ☆29Jul 17, 2025Updated last year
- [Communications AI & Computing 2026]An Efficient Graph-Transformer Operator for Learning Physical Dynamics with Manifolds Embedding☆26Jun 24, 2026Updated 4 months ago