Alternatives and similar repositories for MeshGraphNets

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

• quercushernandez / ThermodynamicsGNN
  Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
  ☆106Updated last year
• ilayluz / learning-amg
  Learning Algebraic Multigrid Using Graph Neural Networks
  ☆25Updated 5 years ago
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆71Updated 2 years ago
• JAX-DIPS / JAX-DIPS
  JAX-DIPS is a differentiable interfacial PDE solver.
  ☆49Updated last year
• locuslab / cfd-gcn
  ☆128Updated 2 years ago
• wwMark / meshgraphnets
  Rewrite deepmind/meshgraphnets into pytorch
  ☆97Updated 3 years ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆171Updated 3 years ago
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆68Updated last year
• xiaoyuxie-vico / Awesome-ML-PDE
  Resources about Machine Learning for solving PDEs.
  ☆59Updated 2 years ago
• BenediktAlkin / upt-tutorial
  Resources for UPT tutorials
  ☆15Updated 10 months ago
• atzberg / gmls-nets
  PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…
  ☆27Updated 2 months ago
• mario-linov / graphs4cfd
  Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)
  ☆52Updated 2 years ago
• sebastkm / hybrid-fem-nn
  ☆33Updated 3 years ago
• Rose-STL-Lab / Turbulent-Flow-Net
  Turbulent flow network source code
  ☆71Updated 10 months ago
• zabaras / transformer-physx
  Transformers for modeling physical systems
  ☆148Updated 2 years ago
• Extrality / AirfRANS
  In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…
  ☆58Updated last year
• jpzxshi / learner
  ☆23Updated 7 months ago
• tum-pbs / dgn4cfd
  Official implementation of Diffusion Graph Networks (DGNs)
  ☆77Updated 10 months ago
• geoelements / gns
  Graph Network Simulator
  ☆205Updated 2 months ago
• shaandesai1 / TransferDE
  One-Shot Transfer Learning of PINNs
  ☆11Updated 2 years ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆41Updated 3 years ago
• tum-pbs / Physics-Based-Deep-Learning
  Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
  ☆60Updated 5 years ago
• kaist-silab / awesome-graph-pde
  Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation
  ☆96Updated 3 years ago
• brandstetter-johannes / MP-Neural-PDE-Solvers
  Repo to the paper "Message Passing Neural PDE Solvers"
  ☆147Updated last year
• TheodoreWolf / pinns
  Playing around with Phyiscs-Informed Neural Networks
  ☆102Updated 7 months ago
• haeriamin / Subspace-Graph-Physics
  Subspace Graph Physics
  ☆15Updated last year
• Litianyu141 / Finite-Volume-Graph-Network
  Modified Meshgraphnets with more features
  ☆57Updated last year
• thunil / Deep-Flow-Prediction
  A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning
  ☆335Updated 3 years ago
• airexlab / fastvpinns
  FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries
  ☆47Updated last year
• sungyongs / dpgn
  Differentiable Physics-informed Graph Networks
  ☆67Updated 5 years ago