Repositories list

• ENM3600

  Public
  Jupyter Notebook

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  MIT License

  •0•2•0•0•Updated Apr 10, 2025Apr 10, 2025

• ActNet

  Public
  Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", accepted in ICLR 2025.

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •0•13•0•0•Updated Mar 28, 2025Mar 28, 2025

• jaxpi

  Public
  Python

  •

  Other

  •65•290•8•1•Updated Mar 13, 2025Mar 13, 2025

• cvit

  Public
  Jupyter Notebook

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  MIT License

  •3•29•4•0•Updated Feb 20, 2025Feb 20, 2025

• micrometer

  Public
  Python

  •3•1•0•0•Updated Oct 14, 2024Oct 14, 2024

• NOMAD

  Public
  Python

  •3•16•0•0•Updated Aug 6, 2024Aug 6, 2024

• CausalPINNs

  Public
  Jupyter Notebook

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  Other

  •32•160•9•0•Updated Feb 16, 2024Feb 16, 2024

• LOCA

  Public
  Python

  •3•14•0•0•Updated Nov 20, 2023Nov 20, 2023

• LieAD

  Public
  Python

  •1•1•0•0•Updated Oct 11, 2023Oct 11, 2023

• 1DBloodFlowPINNs

  Public
  Jupyter Notebook

  •26•57•0•0•Updated Mar 22, 2023Mar 22, 2023

• UQDeepONet

  Public
  Python

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  Apache License 2.0

  •4•9•0•0•Updated Mar 18, 2023Mar 18, 2023

• VANO

  Public
  Jupyter Notebook

  •0•8•0•0•Updated Jan 26, 2023Jan 26, 2023

• Physics-informed-DeepONets

  Public
  Jupyter Notebook

  •100•333•6•0•Updated Dec 3, 2022Dec 3, 2022

• GP-NODEs

  Public
  Python

  •6•29•0•0•Updated Oct 26, 2022Oct 26, 2022

• Long-time-Integration-PI-DeepONets

  Public
  Jupyter Notebook

  •11•53•4•0•Updated Oct 9, 2022Oct 9, 2022

• ImprovedDeepONets

  Public
  Jupyter Notebook

  •6•27•1•0•Updated Oct 6, 2022Oct 6, 2022

• JAX-BO

  Public
  Python

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  Apache License 2.0

  •5•30•1•0•Updated Aug 11, 2022Aug 11, 2022

• MultiscalePINNs

  Public
  Python

  •32•132•6•0•Updated Jun 27, 2022Jun 27, 2022

• TRIPODS_Winter_School_2022

  Public
  Practicum on Supervised Learning in Function Spaces

  Jupyter Notebook

  •12•33•0•0•Updated Feb 17, 2022Feb 17, 2022

• DeepCOVID19

  Public
  Python

  •4•6•1•0•Updated Jan 21, 2022Jan 21, 2022

• PDE-constrained-optimization-PI-DeepONet

  Public
  7•14•1•0•Updated Oct 25, 2021Oct 25, 2021

• PINNsNTK

  Public
  Jupyter Notebook

  •29•92•6•0•Updated Oct 16, 2021Oct 16, 2021

• GradientPathologiesPINNs

  Public
  Python

  •49•198•3•0•Updated Oct 14, 2021Oct 14, 2021

• jax-bandits

  Public
  Jupyter Notebook

  •3•3•0•0•Updated Oct 11, 2021Oct 11, 2021

• DeepStefan

  Public
  Python

  •17•19•0•0•Updated Oct 15, 2020Oct 15, 2020

• BayesianDifferentiableProgramming

  Public
  Python

  •7•21•0•1•Updated Sep 28, 2020Sep 28, 2020

• ColloidalCrystalliteDeformations

  Public
  Python

  •0•0•0•0•Updated May 29, 2020May 29, 2020

• CADGMs

  Public
  Jupyter Notebook

  •7•9•1•0•Updated Feb 18, 2020Feb 18, 2020

• GPTutorial

  Public
  A hands-on tutorial on supervised learning with Gaussian processes

  Jupyter Notebook

  •27•9•0•0•Updated Nov 22, 2019Nov 22, 2019

• USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning

  Public
  Jupyter Notebook

  •60•116•0•0•Updated Jul 28, 2019Jul 28, 2019