Deng Energy and Nanotechnology Group

Deng Energy and Nanotechnology Group's repositories

CRNN

Chemical Reaction Neural Network

Language:JuliaMIT63 7 6

Arrhenius.jl

Differentiable Reacting Flow Modeling Software

Language:Jupyter NotebookMIT53 10 21

Stiff-PINN

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

Language:Python46 6 1

reactorch

A Differentiable Reacting Flow Simulation Package in PyTorch

Language:PythonMIT41 7 20

StiffNeuralODE

Stiff Neural Ordinary Differential Equations

Language:JuliaMIT29 6 1

StiffNet-Benchmark

Benchmark for learning stiff problems using physics-informed machine learning

MIT10 40

Biomass.jl

Modeling Biomass Pyrolysis in Julia

Language:JuliaMIT5 1 4

ArrheniusActiveSubspace

Use Arrhenius.jl to compute active subspace

Language:JuliaMIT3 4 1

Arrhenius_Flame_1D

Differentiable 1D flame using Arrhenius.jl

Language:JuliaMIT2 40

CRNN_HyChem

Language:Julia2 30

ArrheniusOpt

Kinetics Parameter Optimization based on Arrhenius.jl

Language:Jupyter Notebook1 10

CRNN.jl_old

Chemical Reaction Neural Network in Julia

Language:Julia1 1 9

DENG-MIT.github.io

1 30

Inference_ConstV_EMs

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

1 20

CRNN-PINN.jl

Language:JuliaMIT030

CRNN-Pyrolysis

Language:JuliaMIT03 1

DeepReduction

Two stages pipeline for reduce combustion mechanisms: reduction and retrain

Language:ChucKMIT01 1

NN-PSR

Differentiable Perfect Stirred Reactor Simulation using Arrhenius.jl

Language:Jupyter Notebook03 1