Alternatives and similar repositories for UQDeepONet

Users that are interested in UQDeepONet are comparing it to the libraries listed below

• cselab / G-LED
  Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems
  ☆40Updated 10 months ago
• lu-group / deeponet-extrapolation
  Reliable extrapolation of deep neural operators informed by physics or sparse observations
  ☆28Updated 2 years ago
• katarzynamichalowska / don-lstm
  DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks
  ☆11Updated 4 months ago
• vivekoommen / NeuralOperator_DiffusionModel
  ☆49Updated 10 months ago
• csccm-iitd / VB-DeepONet
  ☆13Updated 3 years ago
• PredictiveIntelligenceLab / PDE-constrained-optimization-PI-DeepONet
  ☆15Updated 4 years ago
• vivekoommen / NPJCOMPUMATS-03747
  Learning two-phase microstructure evolution using neural operators and autoencoder architectures
  ☆26Updated last year
• Zhengyu-Huang / Operator-Learning
  ☆45Updated 3 years ago
• JohnCSu / DeepONet_Pytorch_Demo
  Simple demo on implementing data driven and physics informed Deep O Nets in pytorch
  ☆19Updated last year
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆36Updated 2 months ago
• PPhub-hy / torch-local-neural-operators
  ☆11Updated last year
• SuihongSong / Physics-informed_multi-grid_neural_operator
  ☆24Updated 2 years ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆42Updated 10 months ago
• PredictiveIntelligenceLab / NOMAD
  ☆16Updated last year
• camlab-ethz / DSE-for-NeuralOperators
  Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"
  ☆24Updated last year
• lmandl / separable-PI-DeepONet
  Separabale Physics-Informed DeepONets in JAX
  ☆20Updated last year
• NicolaRFranco / dlroms
  ☆13Updated this week
• zhaoxiaoyu1995 / RecFNO
  This is the implementation of the RecFNO.
  ☆25Updated 2 years ago
• stefaniafresca / DL-ROM-Meth
  Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…
  ☆26Updated 2 years ago
• PredictiveIntelligenceLab / LOCA
  ☆15Updated 2 years ago
• MagriLab / KolSol
  Pseudospectral Kolmogorov Flow Solver
  ☆41Updated 2 years ago
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆37Updated 3 years ago
• jayroxis / qres
  Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)
  ☆16Updated 4 years ago
• PredictiveIntelligenceLab / ImprovedDeepONets
  ☆30Updated 3 years ago
• nickmcgreivy / WeakBaselinesMLPDE
  ☆29Updated last year
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆54Updated 3 years ago
• AmeyaJagtap / XPINNs_TensorFlow-2
  XPINN code written in TensorFlow 2
  ☆28Updated 2 years ago
• jx-wang-s-group / ppnn
  PDE Preserved Neural Network
  ☆59Updated 8 months 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
• ningliu-iga / DAFNO
  Domain Agnostic Fourier Neural Operators (DAFNO)
  ☆19Updated last year