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
  ☆204Updated 3 years ago
• geoelements / gns
  Graph Network Simulator
  ☆184Updated 3 weeks ago
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆67Updated last year
• Eydcao / BSMS-GNN
  ☆59Updated last year
• tum-pbs / DMCF
  Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
  ☆59Updated last year
• isl-org / DeepLagrangianFluids
  Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.
  ☆230Updated last year
• JonasZehn / ntopo
  A Mesh-free Topology Optimization Method using Neural Representations
  ☆37Updated 4 years ago
• honglin-c / INSR-PDE
  Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023
  ☆47Updated last year
• vc-bonn / Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics
  ☆98Updated 8 months ago
• 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
• y-sq / neural_proj
  ☆18Updated 4 years ago
• dc3042 / CROM_offline_training
  ☆24Updated 2 years ago
• haeriamin / Subspace-Graph-Physics
  Subspace Graph Physics
  ☆13Updated last year
• locuslab / cfd-gcn
  ☆126Updated 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
• gizemdal / MPM-Taichi
  3-D elastic material simulation with Taichi using the Material Point Method (MPM)
  ☆43Updated 4 years ago
• saurabhdeshpande93 / MAgNET
  A novel graph U-net architecture
  ☆20Updated last year
• BaratiLab / FGN
  Code repo for Fluid Graph Network
  ☆24Updated 3 years ago
• NiklasFreymuth / ASMR
  Adaptive Swarm Mesh Refinement
  ☆19Updated last year
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆67Updated 9 months ago
• mesh-adaptation / UM2N
  [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks
  ☆20Updated 3 months ago
• vc-bonn / Teaching_Incompressible_Fluid_Dynamics_to_3D_CNNs
  ☆60Updated 7 months ago
• tumaer / neuralsph
  Neural SPH
  ☆37Updated last year
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆139Updated last year
• peterchencyc / CROM_online_deployment
  ☆15Updated 2 years ago
• francoismaze / topodiff
  Code, technical details and links to datasets and trained models for TopoDiff
  ☆49Updated last year
• holl- / PDE-Control
  Code for the ICLR 2020 paper "Learning to Control PDEs"
  ☆35Updated 5 years ago
• yellowshippo / penn-neurips2022
  PENN code for NeurIPS 2022
  ☆42Updated 2 years ago
• xjwxjw / Pytorch-Learned-Cloth-Simulation
  Reimplementation of Learning Mesh-based Simulation With Graph Networks
  ☆44Updated 4 years ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆165Updated 3 years ago