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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 77 18

  2. Arrhenius.jl Arrhenius.jl Public

    Differentiable Reacting Flow Modeling Software

    Jupyter Notebook 58 21

  3. StiffNeuralODE StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    Julia 30 7

  4. Stiff-PINN Stiff-PINN Public

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

    Python 49 23

  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 11 3

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 11 3 0 0 Updated Sep 22, 2024
  • CRNN Public

    Chemical Reaction Neural Network

    DENG-MIT/CRNN’s past year of commit activity
    Julia 77 MIT 18 0 0 Updated Aug 8, 2024
  • StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    DENG-MIT/StiffNeuralODE’s past year of commit activity
    Julia 30 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 58 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 49 23 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
    10 MIT 0 0 0 Updated Dec 15, 2021
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