Alternatives and similar repositories for BSMS-GNN

Users that are interested in BSMS-GNN are comparing it to the libraries listed below

• snap-stanford / le_pde
  LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…
  ☆30Updated last year
• wwMark / meshgraphnets
  Rewrite deepmind/meshgraphnets into pytorch
  ☆96Updated 3 years ago
• dc3042 / CROM_offline_training
  ☆24Updated 2 years ago
• echowve / meshGraphNets_pytorch
  PyTorch implementations of Learning Mesh-based Simulation With Graph Networks
  ☆204Updated 2 weeks ago
• geoelements / gns
  Graph Network Simulator
  ☆187Updated last week
• NiklasFreymuth / ASMR
  Adaptive Swarm Mesh Refinement
  ☆20Updated last year
• peterchencyc / CROM_online_deployment
  ☆15Updated 2 years ago
• tum-pbs / DMCF
  Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
  ☆59Updated last year
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆68Updated 2 years ago
• BaratiLab / FGN
  Code repo for Fluid Graph Network
  ☆25Updated 3 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
• tumaer / neuralsph
  Neural SPH
  ☆37Updated last year
• honglin-c / INSR-PDE
  Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023
  ☆47Updated last year
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆139Updated last year
• mesh-adaptation / UM2N
  [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks
  ☆20Updated 4 months ago
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆67Updated 10 months ago
• locuslab / cfd-gcn
  ☆128Updated 2 years ago
• DiffEqML / pde-dataset-generator
  A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
  ☆37Updated 4 years ago
• computational-imaging / GraphPDE
  ☆54Updated 3 years ago
• y-sq / neural_proj
  ☆18Updated 4 years ago
• vc-bonn / Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics
  ☆98Updated 9 months ago
• JonasZehn / ntopo
  A Mesh-free Topology Optimization Method using Neural Representations
  ☆37Updated 4 years ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆167Updated 3 years ago
• thuml / Transolver
  About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…
  ☆234Updated 3 weeks ago
• 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
• yitongdeng-projects / learning_vortex_dynamics_code
  Code for paper: Learning Vortex Dynamics for Fluid Inference and Prediction (ICLR 2023)
  ☆20Updated 2 years ago
• gautica / meshgraphnet_pytorch
  ☆16Updated 3 years ago
• LouisSerrano / aroma
  ☆23Updated 4 months ago
• saurabhdeshpande93 / MAgNET
  A novel graph U-net architecture
  ☆22Updated last year
• tum-pbs / dgn4cfd
  Official implementation of Diffusion Graph Networks (DGNs)
  ☆72Updated 8 months ago