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
  ☆90Updated 7 months ago
• vivekoommen / NeuralOperator_DiffusionModel
  ☆44Updated 4 months ago
• camlab-ethz / DSE-for-NeuralOperators
  Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"
  ☆22Updated last year
• camlab-ethz / ConvolutionalNeuralOperator
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
  ☆184Updated 3 months ago
• csccm-iitd / WNO
  ☆56Updated 6 months ago
• PredictiveIntelligenceLab / cvit
  ☆42Updated 2 weeks ago
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆65Updated 3 months ago
• liu-ziyuan-math / SPFNO
  ☆12Updated last year
• 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…
  ☆56Updated 6 months ago
• lu-group / mionet
  MIONet: Learning multiple-input operators via tensor product
  ☆36Updated 2 years ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆41Updated 5 months ago
• jx-wang-s-group / ppnn
  PDE Preserved Neural Network
  ☆54Updated 2 months ago
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆20Updated 2 months ago
• BaratiLab / OFormer
  ☆81Updated 11 months ago
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆129Updated 2 years ago
• HaoZhongkai / GNOT
  ☆46Updated 2 years ago
• thu-ml / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆53Updated last year
• nickhnelsen / fourier-neural-mappings
  An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.
  ☆20Updated last year
• thu-ml / GNOT
  ☆77Updated 2 years ago
• nickmcgreivy / WeakBaselinesMLPDE
  ☆27Updated last year
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆54Updated 2 years ago
• Hrrsmjd / fourier_neural_operator
  Fourier Neural Operator
  ☆12Updated 2 years ago
• TapasTripura / WNO
  Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems
  ☆39Updated 6 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…
  ☆77Updated 2 months ago
• AI4Science-WestlakeU / beno
  [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
  ☆29Updated 8 months ago
• BaratiLab / FactFormer
  Official implementation of Scalable Transformer for PDE surrogate modelling
  ☆49Updated last year
• nec-research / CAPE-ML4Sci
  ☆13Updated 11 months ago
• VLSF / SNO
  Spectral Neural Operator
  ☆79Updated last year
• chiuph / CAN-PINN
  Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)
  ☆29Updated last year
• vc-bonn / Spline_PINN
  ☆111Updated 6 months ago