Alternatives and similar repositories for le_pde

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

• dc3042 / CROM_offline_training
  ☆24Updated 2 years ago
• snap-stanford / lamp
  [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
  ☆41Updated last year
• martenlienen / generative-turbulence
  Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024
  ☆28Updated 2 weeks ago
• peterchencyc / CROM_online_deployment
  ☆15Updated 2 years ago
• AI4Science-WestlakeU / beno
  [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
  ☆29Updated 11 months ago
• Eydcao / BSMS-GNN
  ☆60Updated last year
• AI4Science-WestlakeU / wdno
  [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.
  ☆48Updated 2 months ago
• computational-imaging / GraphPDE
  ☆54Updated 3 years ago
• tumaer / neuralsph
  Neural SPH
  ☆37Updated last year
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆68Updated 2 years ago
• mkirchmeyer / DINo
  Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023
  ☆75Updated last year
• BaratiLab / FactFormer
  Official implementation of Scalable Transformer for PDE surrogate modelling
  ☆53Updated last year
• anthonyzhou-1 / ldm_pdes
  ☆37Updated 4 months ago
• thu-ml / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆54Updated last year
• AI4Science-WestlakeU / M2PDE
  [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.
  ☆23Updated 6 months ago
• LiuYangMage / in-context-operator-networks
  ICON for in-context operator learning
  ☆59Updated 8 months ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆42Updated 8 months ago
• HaoZhongkai / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆65Updated last year
• locuslab / cfd-gcn
  ☆128Updated 2 years ago
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆67Updated 10 months ago
• BaratiLab / OFormer
  ☆87Updated last year
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆24Updated 5 months ago
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆139Updated last year
• AI4Science-WestlakeU / cindm
  [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…
  ☆38Updated last month
• mesh-adaptation / UM2N
  [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks
  ☆20Updated 4 months ago
• LouisSerrano / aroma
  ☆23Updated 4 months ago
• LouisSerrano / coral
  ☆35Updated last year
• holl- / PDE-Control
  Code for the ICLR 2020 paper "Learning to Control PDEs"
  ☆35Updated 5 years ago
• AI4Science-WestlakeU / diffphycon
  [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems
  ☆44Updated 2 weeks ago
• ASK-Berkeley / physics-NNs-hard-constraints
  [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.
  ☆35Updated last year