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1. AI4Science-WestlakeU/RealPDEBench AI4Science-WestlakeU/RealPDEBench Public

   [ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data

   Python 59 9

2. EDAPINENUT/ExplicitShortCut EDAPINENUT/ExplicitShortCut Public

   Official implementation of the paper <On the Design of One-Step Diffusion via Shortcutting Flow Paths>

   Python 143 20

3. AI4Science-WestlakeU/wdno AI4Science-WestlakeU/wdno Public

   [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.

   Python 58 2

4. AI4Science-WestlakeU/safediffcon AI4Science-WestlakeU/safediffcon Public

   [ICML2025] SafeDiffCon is a diffusion model for safe PDE Control.

   Python 12

5. MM-PDE MM-PDE Public

   [ICLR24] Better Neural PDE Solvers Through Data-Free Mesh Movers

   Python 17 1

6. Neural-Operator-with-Regularity-Structure Neural-Operator-with-Regularity-Structure Public

   Python 9