Alternatives and similar repositories for meshgraphnets

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

• echowve / meshGraphNets_pytorch
  PyTorch implementations of Learning Mesh-based Simulation With Graph Networks
  ☆185Updated 2 years ago
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆64Updated last year
• Eydcao / BSMS-GNN
  ☆55Updated 9 months ago
• geoelements / gns
  Graph Network Simulator
  ☆169Updated last month
• tum-pbs / DMCF
  Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
  ☆54Updated last year
• BaratiLab / FGN
  Code repo for Fluid Graph Network
  ☆25Updated 3 years ago
• vc-bonn / Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics
  ☆96Updated 4 months ago
• locuslab / cfd-gcn
  ☆125Updated 2 years ago
• JonasZehn / ntopo
  A Mesh-free Topology Optimization Method using Neural Representations
  ☆32Updated 3 years ago
• isl-org / DeepLagrangianFluids
  Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.
  ☆222Updated 9 months ago
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆134Updated 8 months ago
• xjwxjw / Pytorch-Learned-Cloth-Simulation
  Reimplementation of Learning Mesh-based Simulation With Graph Networks
  ☆45Updated 4 years ago
• yellowshippo / penn-neurips2022
  PENN code for NeurIPS 2022
  ☆41Updated 2 years ago
• gizemdal / MPM-Taichi
  3-D elastic material simulation with Taichi using the Material Point Method (MPM)
  ☆38Updated 4 years ago
• snap-stanford / lamp
  [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
  ☆40Updated last year
• vc-bonn / Teaching_Incompressible_Fluid_Dynamics_to_3D_CNNs
  ☆59Updated 2 months ago
• dc3042 / CROM_offline_training
  ☆23Updated 2 years ago
• haeriamin / Subspace-Graph-Physics
  Subspace Graph Physics
  ☆11Updated 11 months ago
• wu375 / simple-physics-simulator-pytorch-geometry
  Minimal pytorch version of https://github.com/deepmind/deepmind-research/tree/master/learning_to_simulate
  ☆52Updated 3 years ago
• honglin-c / INSR-PDE
  Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023
  ☆43Updated last year
• gautica / meshgraphnet_pytorch
  ☆16Updated 3 years ago
• mkirchmeyer / DINo
  Time- and space-continuous neural PDE forecaster based on INRs and ODEs
  ☆65Updated last year
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆63Updated 5 months ago
• sungyongs / dpgn
  Differentiable Physics-informed Graph Networks
  ☆66Updated 5 years ago
• y-sq / neural_proj
  ☆18Updated 4 years ago
• DiffEqML / pde-dataset-generator
  A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
  ☆37Updated 3 years ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆40Updated 3 months ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆158Updated 2 years ago
• Jianxun-Wang / graphGalerkin
  Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
  ☆52Updated 3 years ago
• peterchencyc / CROM_online_deployment
  ☆14Updated 2 years ago