Alternatives and similar repositories for RealPDEBench

Users that are interested in RealPDEBench are comparing it to the libraries listed below

• AI4Science-WestlakeU / wdno
  [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.
  ☆54Updated 5 months ago
• mkirchmeyer / DINo
  Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023
  ☆73Updated 2 years ago
• BaratiLab / FactFormer
  Official implementation of Scalable Transformer for PDE surrogate modelling
  ☆53Updated last year
• AI4Science-WestlakeU / beno
  [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
  ☆30Updated last year
• cambridge-mlg / pdediff
  Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".
  ☆26Updated last year
• AI4Science-WestlakeU / M2PDE
  [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.
  ☆22Updated 9 months ago
• sjunhongshen / UnifiedPDESolvers
  ☆23Updated last year
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆25Updated 8 months ago
• L-I-M-I-T / LatentNeuralOperator
  ☆53Updated 10 months ago
• LouisSerrano / aroma
  ☆23Updated 6 months ago
• LiuYangMage / in-context-operator-networks
  ICON for in-context operator learning
  ☆60Updated 11 months ago
• HaoZhongkai / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆66Updated last year
• nec-research / CAPE-ML4Sci
  ☆13Updated last year
• thu-ml / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆54Updated last year
• vivekoommen / NeuralOperator_DiffusionModel
  ☆49Updated 10 months ago
• PredictiveIntelligenceLab / cvit
  ☆53Updated 6 months ago
• LouisSerrano / coral
  ☆40Updated last year
• continuous-pde / continuous-pde
  ☆14Updated last year
• neuraloperator / cond-diffusion-operators-edm
  ☆19Updated last year
• thuml / Latent-Spectral-Models
  About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664
  ☆79Updated 10 months ago
• BaratiLab / OFormer
  ☆90Updated last year
• felix-lyx / prose
  PROSE: Predicting Multiple Operators and Symbolic Expressions
  ☆32Updated 3 months ago
• kaist-silab / graphsplinenets
  [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"
  ☆16Updated last year
• HaoZhongkai / GNOT
  ☆58Updated 2 years ago
• delta-lab-ai / pde-controller
  ☆24Updated 7 months ago
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆147Updated last year
• snap-stanford / le_pde
  LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…
  ☆29Updated 2 years ago
• TapasTripura / WNO
  Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems
  ☆51Updated 5 months ago
• gengxiangc / NORM
  ☆15Updated 2 years ago
• AI4Science-WestlakeU / diffphycon
  [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems
  ☆47Updated 3 months ago