Alternatives and similar repositories for TL-PI-DeepONet

Users that are interested in TL-PI-DeepONet are comparing it to the libraries listed below

• katarzynamichalowska / don-lstm
  DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks
  ☆11Updated last month
• alirezaafzalaghaei / PINN-tutorial
  A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch
  ☆16Updated last year
• JohnCSu / DeepONet_Pytorch_Demo
  Simple demo on implementing data driven and physics informed Deep O Nets in pytorch
  ☆19Updated last year
• jcallaham / robust-flow-reconstruction
  Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…
  ☆14Updated 6 years ago
• PredictiveIntelligenceLab / ImprovedDeepONets
  ☆29Updated 3 years ago
• PredictiveIntelligenceLab / PDE-constrained-optimization-PI-DeepONet
  ☆14Updated 3 years ago
• zhaoxiaoyu1995 / RecFNO
  This is the implementation of the RecFNO.
  ☆22Updated 2 years ago
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆54Updated 3 years ago
• anthonyzhou-1 / ldm_pdes
  ☆33Updated 3 months ago
• PredictiveIntelligenceLab / UQDeepONet
  ☆10Updated 2 years ago
• NicolaRFranco / dlroms
  ☆12Updated last week
• ningliu-iga / DAFNO
  Domain Agnostic Fourier Neural Operators (DAFNO)
  ☆17Updated last year
• SuihongSong / Physics-informed_multi-grid_neural_operator
  ☆22Updated last year
• HewlettPackard / separable-operator-networks
  Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.
  ☆31Updated 11 months ago
• PredictiveIntelligenceLab / LOCA
  ☆15Updated last year
• mosaic-group / inverse-dirichlet-pinn
  Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021
  ☆12Updated 3 years ago
• somdattagoswami / Operator-Learning-for-aortic-aneurysms
  Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms
  ☆12Updated 11 months ago
• vivekoommen / NeuralOperator_DiffusionModel
  ☆46Updated 6 months ago
• neuraloperator / cond-diffusion-operators-edm
  ☆17Updated last year
• chiuph / CAN-PINN
  Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)
  ☆32Updated last year
• youngkyu-kim / Gappy-AE
  ☆13Updated last year
• Ali-Stanford / PhysicsInformedPointNetElasticity
  Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…
  ☆10Updated last year
• cmudrc / MegaFlow2D
  The MegaFlow2D dataset package
  ☆23Updated 2 years ago
• pde-sim / teng
  Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"
  ☆12Updated 10 months ago
• MagriLab / PISR
  Physics-Informed Super-Resolution
  ☆10Updated 2 years ago
• sciserver / giverny
  library for querying the Johns Hopkins Turbulence Database (JHTDB)
  ☆14Updated 4 months ago
• fishmoon1234 / Nonlocal-Attention-Operator
  Attention mechanism-based neural operator models to solve both forward and inverse problems.
  ☆16Updated 4 months ago
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆36Updated 3 weeks ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆42Updated 7 months ago
• Sysuzqs / DFVM
  Deep finite volume method
  ☆22Updated last year