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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 81 20

  2. Arrhenius.jl Arrhenius.jl Public

    Differentiable Reacting Flow Modeling Software

    Jupyter Notebook 59 21

  3. StiffNeuralODE StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    Julia 31 7

  4. Stiff-PINN Stiff-PINN Public

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

    Python 54 22

  5. Biomass.jl Biomass.jl Public

    Modeling Biomass Pyrolysis in Julia

    Julia 6 7

  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 18 4

Repositories

Showing 10 of 19 repositories
  • 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 18 4 0 0 Updated Nov 15, 2024
  • CRNN Public

    Chemical Reaction Neural Network

    DENG-MIT/CRNN’s past year of commit activity
    Julia 81 MIT 20 1 0 Updated Aug 8, 2024
  • StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    DENG-MIT/StiffNeuralODE’s past year of commit activity
    Julia 31 MIT 7 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 3 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 59 MIT 21 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 54 22 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 6 MIT 7 0 0 Updated May 8, 2022
  • DeepReduction Public

    Two stages pipeline for reduce combustion mechanisms: reduction and retrain

    DENG-MIT/DeepReduction’s past year of commit activity
    ChucK 0 MIT 1 1 0 Updated Dec 24, 2021
  • StiffNet-Benchmark Public

    Benchmark for learning stiff problems using physics-informed machine learning

    DENG-MIT/StiffNet-Benchmark’s past year of commit activity
    11 MIT 0 0 0 Updated Dec 15, 2021
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