Alternatives and similar repositories for mindscience

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

• isds-neu / PeRCNN
  Encoding physics to learn reaction-diffusion processes
  ☆107Updated 2 years ago
• thuml / Latent-Spectral-Models
  About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664
  ☆77Updated 7 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
• Hannah-Zhou / Mathematics-Experiment
  采用PINN/ResPINN对两种偏微分方程（Burgers&Allen-Cahn）的训练与求解
  ☆15Updated 4 years ago
• liu-ziyuan-math / spectral_operator_learning
  Here you find the Spectral Operator Learning Under construcTION
  ☆20Updated last year
• HaoZhongkai / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆65Updated last year
• yakovlev31 / graphpdes_experiments
  ☆35Updated 4 years ago
• ASK-Berkeley / physics-NNs-hard-constraints
  [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.
  ☆35Updated last year
• L-I-M-I-T / LatentNeuralOperator
  ☆50Updated 7 months ago
• qianyingcao / Laplace-Neural-Operator
  ☆101Updated 7 months ago
• anthonyzhou-1 / mae-pdes
  ☆11Updated last year
• nmerovingian / PINN-CV
  Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law
  ☆19Updated 8 months ago
• thu-ml / GNOT
  ☆85Updated 2 years ago
• LiuYangMage / in-context-operator-networks
  ICON for in-context operator learning
  ☆59Updated 9 months ago
• BaratiLab / FactFormer
  Official implementation of Scalable Transformer for PDE surrogate modelling
  ☆53Updated last year
• vivekoommen / NeuralOperator_DiffusionModel
  ☆47Updated 8 months ago
• BaratiLab / OFormer
  ☆88Updated last year
• AI4Science-WestlakeU / beno
  [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
  ☆29Updated 11 months ago
• DENG-MIT / Stiff-PINN
  Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
  ☆65Updated 3 years ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆42Updated 9 months ago
• LithiumDA / CodePDE
  CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
  ☆62Updated 2 months ago
• cselab / G-LED
  Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems
  ☆40Updated 8 months ago
• tum-pbs / dgn4cfd
  Official implementation of Diffusion Graph Networks (DGNs)
  ☆72Updated 8 months ago
• tum-pbs / Diffusion-based-Flow-Prediction
  Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…
  ☆80Updated last year
• neuraloperator / markov_neural_operator
  ☆39Updated 2 months ago
• BaratiLab / PhysicsInformedTokenTransformer
  Official repository for Physics Informed Token Transformer (PITT)
  ☆21Updated last year
• tonyzyl / DiffusionReconstruct
  Benchmarking of diffusion models for global field reconstruction from sparse observations
  ☆27Updated 11 months ago
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆24Updated 5 months ago
• tum-pbs / SMDP
  Solving Inverse Physics Problems with Score Matching
  ☆31Updated last year