Alternatives and similar repositories for Operator-Learning:

Users that are interested in Operator-Learning are comparing it to the libraries listed below

• nickhnelsen / fourier-neural-mappings
  An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.
  ☆18Updated 7 months ago
• nickmcgreivy / WeakBaselinesMLPDE
  ☆22Updated 6 months ago
• liu-ziyuan-math / SPFNO
  ☆12Updated last year
• PredictiveIntelligenceLab / TRIPODS_Winter_School_2022
  Practicum on Supervised Learning in Function Spaces
  ☆32Updated 2 years ago
• pkmtum / Semi-supervised_Invertible_Neural_Operators
  Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems
  ☆13Updated 8 months ago
• VLSF / SNO
  Spectral Neural Operator
  ☆75Updated last year
• mroberto166 / nio
  ☆29Updated last year
• lu-group / deeponet-extrapolation
  DeepONet extrapolation
  ☆25Updated last year
• liu-ziyuan-math / spectral_operator_learning
  Here you find the Spectral Operator Learning Under construcTION
  ☆19Updated 8 months ago
• astanziola / fourier-neural-operator-flax
  An unofficial implementation of the Fourier Neural Operator in Flax
  ☆17Updated 8 months ago
• tomoleary / dino
  Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning
  ☆17Updated last year
• Edward-Sun / TSM-PDE
  Code of ICML paper arxiv.org/abs/2302.08105
  ☆14Updated last year
• PredictiveIntelligenceLab / NOMAD
  ☆14Updated 5 months ago
• MagriLab / KolSol
  Pseudospectral Kolmogorov Flow Solver
  ☆37Updated last year
• yifanc96 / NonLinPDEs-GPsolver
  Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes
  ☆36Updated 3 months ago
• camlab-ethz / DSE-for-NeuralOperators
  Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"
  ☆15Updated 8 months ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆35Updated 10 months ago
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆52Updated 2 years ago
• pswpswpsw / nif
  A library for dimensionality reduction on spatial-temporal PDE
  ☆62Updated 9 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…
  ☆56Updated 2 months ago
• merantix-momentum / gnn-bvp-solver
  Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"
  ☆19Updated 6 months ago
• neuraloperator / markov_neural_operator
  ☆27Updated 7 months ago
• ningliu-iga / DAFNO
  Domain Agnostic Fourier Neural Operators (DAFNO)
  ☆13Updated 4 months ago
• NicolaRFranco / dlroms
  ☆11Updated last month
• lu-group / mionet
  MIONet: Learning multiple-input operators via tensor product
  ☆29Updated 2 years ago
• BaratiLab / OFormer
  ☆64Updated 4 months ago
• Hrrsmjd / fourier_neural_operator
  Fourier Neural Operator
  ☆10Updated last year
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆36Updated 2 years ago
• RizaXudayi / VarNet
  Variational Neural Networks for the Solution of Partial Differential Equations
  ☆8Updated 5 years ago
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆15Updated 3 months ago