Alternatives and similar repositories for Fourier-Neural-Operator

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

• camlab-ethz / ConvolutionalNeuralOperator
  This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
  ☆204Updated last month
• scaomath / torch-cfd
  [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch
  ☆69Updated last month
• PredictiveIntelligenceLab / CausalPINNs
  ☆195Updated last year
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆147Updated 4 years ago
• pratikrathore8 / opt_for_pinns
  ☆41Updated 10 months ago
• xlliu2017 / MgNO
  ☆23Updated last year
• BaratiLab / OFormer
  ☆89Updated last year
• AdityaLab / pinnsformer
  ☆192Updated last year
• xiaoyuxie-vico / Sci-ML-Book
  ☆33Updated last year
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆54Updated 3 years ago
• jx-wang-s-group / ppnn
  PDE Preserved Neural Network
  ☆59Updated 7 months ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆75Updated 2 years ago
• csccm-iitd / WNO
  ☆66Updated 4 months ago
• raj-brown / APMA2070
  ☆50Updated 2 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆238Updated 4 years ago
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆75Updated 8 months ago
• lu-group / mionet
  MIONet: Learning multiple-input operators via tensor product
  ☆43Updated 3 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆378Updated 3 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆163Updated 3 years ago
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆57Updated 3 years ago
• Hrrsmjd / fourier_neural_operator
  Fourier Neural Operator
  ☆13Updated 2 years ago
• tum-pbs / autoreg-pde-diffusion
  Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
  ☆101Updated last year
• PredictiveIntelligenceLab / PINNsNTK
  ☆110Updated 4 years ago
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆128Updated 2 months ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆265Updated 4 years ago
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆36Updated last month
• lu-group / deeponet-fno
  A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data
  ☆347Updated 2 years ago
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆68Updated 3 months ago
• liu-ziyuan-math / SPFNO
  ☆13Updated 2 years ago
• yizheng-wang / Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN
  This is the code of my master thesis.
  ☆169Updated 8 months ago