Alternatives and similar repositories for torch-cfd

Users that are interested in torch-cfd are comparing it to the libraries listed below

• tum-pbs / autoreg-pde-diffusion
  Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
  ☆106Updated last year
• lu-group / mionet
  MIONet: Learning multiple-input operators via tensor product
  ☆44Updated 3 years ago
• jx-wang-s-group / ppnn
  PDE Preserved Neural Network
  ☆59Updated 8 months ago
• csccm-iitd / WNO
  ☆68Updated 5 months ago
• somdattagoswami / Approximating-StiffKinetics
  ☆12Updated last year
• vivekoommen / NeuralOperator_DiffusionModel
  ☆49Updated 10 months ago
• camlab-ethz / DSE-for-NeuralOperators
  Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"
  ☆24Updated last year
• HaoZhongkai / GNOT
  ☆58Updated 2 years ago
• BaratiLab / OFormer
  ☆90Updated last year
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆76Updated 9 months ago
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆25Updated 8 months ago
• camlab-ethz / ConvolutionalNeuralOperator
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
  ☆205Updated 2 months ago
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆54Updated 3 years ago
• liu-ziyuan-math / SPFNO
  ☆13Updated 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
• nickmcgreivy / WeakBaselinesMLPDE
  ☆29Updated last year
• lu-group / deeponet-extrapolation
  Reliable extrapolation of deep neural operators informed by physics or sparse observations
  ☆28Updated 2 years ago
• PredictiveIntelligenceLab / cvit
  ☆53Updated 6 months ago
• thu-ml / GNOT
  ☆86Updated 2 years ago
• BaratiLab / FactFormer
  Official implementation of Scalable Transformer for PDE surrogate modelling
  ☆53Updated last year
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆145Updated 3 years ago
• LouisSerrano / coral
  ☆40Updated last year
• anthonyzhou-1 / ldm_pdes
  ☆36Updated 7 months ago
• chiuph / CAN-PINN
  Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)
  ☆34Updated 2 years ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆42Updated 11 months ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆77Updated 2 years ago
• BaratiLab / ROMER
  Reduced-Order Modeling of Fluid Flows with Transformers
  ☆25Updated 2 years ago
• echowve / phygnnet
  Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"
  ☆54Updated 2 years ago
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆37Updated 2 months ago
• tum-pbs / apebench
  [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…
  ☆97Updated 3 months ago