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@DENG-MIT

Deng Energy and Nanotechnology Group

Host public codes developed in Deng Energy and Nanotechnology Group | MIT

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  1. CRNN CRNN Public

    Chemical Reaction Neural Network

    Julia 109 24

  2. Arrhenius.jl Arrhenius.jl Public

    Differentiable Reacting Flow Modeling Software

    Jupyter Notebook 61 19

  3. StiffNeuralODE StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    Julia 35 9

  4. Stiff-PINN Stiff-PINN Public

    Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics

    Python 75 26

  5. Biomass.jl Biomass.jl Public

    Modeling Biomass Pyrolysis in Julia

    Julia 9 8

  6. KAN-ODEs KAN-ODEs Public

    The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics"

    Julia 41 12

Repositories

Showing 10 of 21 repositories
  • CRNN Public

    Chemical Reaction Neural Network

    DENG-MIT/CRNN's past year of commit activity
    Julia 109 MIT 24 1 0 Updated Sep 16, 2025
  • LeanKAN Public

    A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior. See included link for full manuscript.

    DENG-MIT/LeanKAN's past year of commit activity
    Julia 2 0 0 0 Updated Jul 23, 2025
  • KAN-ODEs Public

    The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics"

    DENG-MIT/KAN-ODEs's past year of commit activity
    Julia 41 12 0 1 Updated Jul 23, 2025
  • CoFFe Public

    CoFFe stands for Collaboratively Fused Feature, a method designed for nonlinear data dimensionality reduction of multi-physics coupled systems.

    DENG-MIT/CoFFe's past year of commit activity
    Python 1 MIT 1 0 0 Updated Nov 29, 2024
  • StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    DENG-MIT/StiffNeuralODE's past year of commit activity
    Julia 35 MIT 9 0 0 Updated Jun 7, 2023
  • Inference_ConstV_EMs Public

    Inference of chemical kinetics and thermodynamic properties from constant-volume combustion of energetic materials

    DENG-MIT/Inference_ConstV_EMs's past year of commit activity
    1 1 0 0 Updated Jun 7, 2023
  • ArrheniusOpt Public

    Kinetics Parameter Optimization based on Arrhenius.jl

    DENG-MIT/ArrheniusOpt's past year of commit activity
    Jupyter Notebook 2 2 0 0 Updated Feb 9, 2023
  • Arrhenius.jl Public

    Differentiable Reacting Flow Modeling Software

    DENG-MIT/Arrhenius.jl's past year of commit activity
    Jupyter Notebook 61 MIT 19 9 0 Updated Feb 6, 2023
  • Stiff-PINN Public

    Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics

    DENG-MIT/Stiff-PINN's past year of commit activity
    Python 75 26 1 0 Updated May 8, 2022
  • Biomass.jl Public

    Modeling Biomass Pyrolysis in Julia

    DENG-MIT/Biomass.jl's past year of commit activity
    Julia 9 MIT 8 0 0 Updated May 8, 2022
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