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    41 repositories

    • ENM5310

      Public
      HTML
      •0•3•0•0•Updated Sep 3, 2026Sep 3, 2026

    • jaxpi2

      Public
      Physics-informed neural networks in JAX — multi-GPU training, advanced PINN algorithms, and 16 benchmark examples
      Python
      •
      Apache License 2.0
      •3•3•0•0•Updated Jul 9, 2026Jul 9, 2026

    • JaxMix-AL

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated May 7, 2026May 7, 2026

    • FBL-PINNs

      Public
      A JAX implementation for the physics-informed learning of feedback linearizing representations.
      Python
      •0•3•0•0•Updated Apr 6, 2026Apr 6, 2026

    • iterative_adaptive_patchification

      Public
      Partial code base for "ADAPTIVE TOKENIZATION FOR VISION TRANSFORMER PDE SIMULATION" workshop submission.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Mar 10, 2026Mar 10, 2026

    • JaxMix

      Public
      A minimal but powerful library for exploring Mixture Density Networks and other multimodal modeling approaches in JAX.
      Python
      •
      MIT License
      •0•5•0•0•Updated Feb 3, 2026Feb 3, 2026

    • jaxpi

      Public
      Python
      •
      Other
      •113•442•7•3•Updated Nov 14, 2025Nov 14, 2025

    • cvit

      Public
      Jupyter Notebook
      •
      MIT License
      •5•63•11•1•Updated Jul 21, 2025Jul 21, 2025

    • Neon

      Public
      Repository for the paper "Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks", available at https://www.nature.…
      Jupyter Notebook
      •
      MIT License
      •2•3•0•0•Updated May 29, 2025May 29, 2025

    • ActNet

      Public
      Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", Spotlight Paper in ICLR 2025…
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •3•22•0•0•Updated Mar 28, 2025Mar 28, 2025

    • micrometer

      Public
      Python
      •4•1•0•0•Updated Oct 14, 2024Oct 14, 2024

    • NOMAD

      Public
      Python
      •3•18•0•0•Updated Aug 6, 2024Aug 6, 2024

    • CausalPINNs

      Public
      Jupyter Notebook
      •
      Other
      •43•221•10•0•Updated Feb 16, 2024Feb 16, 2024

    • LOCA

      Public
      Python
      •3•16•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•66•0•0•Updated Mar 22, 2023Mar 22, 2023

    • UQDeepONet

      Public
      Python
      •
      Apache License 2.0
      •4•11•0•0•Updated Mar 18, 2023Mar 18, 2023

    • VANO

      Public
      Jupyter Notebook
      •0•15•0•0•Updated Jan 26, 2023Jan 26, 2023

    • Physics-informed-DeepONets

      Public
      Jupyter Notebook
      •118•428•6•0•Updated Dec 3, 2022Dec 3, 2022

    • GP-NODEs

      Public
      Python
      •6•28•0•0•Updated Oct 26, 2022Oct 26, 2022

    • Long-time-Integration-PI-DeepONets

      Public
      Jupyter Notebook
      •12•57•4•0•Updated Oct 9, 2022Oct 9, 2022

    • ImprovedDeepONets

      Public
      Jupyter Notebook
      •8•33•1•0•Updated Oct 6, 2022Oct 6, 2022

    • JAX-BO

      Public
      Python
      •
      Apache License 2.0
      •7•30•1•0•Updated Aug 11, 2022Aug 11, 2022

    • MultiscalePINNs

      Public
      Python
      •40•174•7•0•Updated Jun 27, 2022Jun 27, 2022

    • TRIPODS_Winter_School_2022

      Public
      Practicum on Supervised Learning in Function Spaces
      Jupyter Notebook
      •13•36•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•16•1•0•Updated Oct 25, 2021Oct 25, 2021

    • PINNsNTK

      Public
      Jupyter Notebook
      •35•119•6•0•Updated Oct 16, 2021Oct 16, 2021

    • GradientPathologiesPINNs

      Public
      Python
      •55•271•3•0•Updated Oct 14, 2021Oct 14, 2021

    • jax-bandits

      Public
      Jupyter Notebook
      •3•3•0•0•Updated Oct 11, 2021Oct 11, 2021
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