Skip to content
@DENG-MIT

Deng Energy and Nanotechnology Group

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

Pinned Loading

  1. CRNN CRNN Public

    Chemical Reaction Neural Network

    Julia 65 16

  2. Arrhenius.jl Arrhenius.jl Public

    Differentiable Reacting Flow Modeling Software

    Jupyter Notebook 54 19

  3. StiffNeuralODE StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    Julia 29 6

  4. Stiff-PINN Stiff-PINN Public

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

    Python 47 22

  5. Biomass.jl Biomass.jl Public

    Modeling Biomass Pyrolysis in Julia

    Julia 5 2

Repositories

Showing 10 of 18 repositories
  • StiffNeuralODE Public

    Stiff Neural Ordinary Differential Equations

    DENG-MIT/StiffNeuralODE’s past year of commit activity
    Julia 29 MIT 6 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
  • CRNN Public

    Chemical Reaction Neural Network

    DENG-MIT/CRNN’s past year of commit activity
    Julia 65 MIT 16 0 0 Updated May 26, 2023
  • ArrheniusOpt Public

    Kinetics Parameter Optimization based on Arrhenius.jl

    DENG-MIT/ArrheniusOpt’s past year of commit activity
    Jupyter Notebook 1 1 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 54 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 47 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 5 MIT 2 1 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
  • reactorch Public

    A Differentiable Reacting Flow Simulation Package in PyTorch

    DENG-MIT/reactorch’s past year of commit activity
    Python 41 MIT 30 3 0 Updated Oct 26, 2021
View all repositories

Top languages

Loading…

Most used topics

Loading…