Deng Energy and Nanotechnology Group (@DENG-MIT)
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DENG-MIT

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Top repositories

1

CRNN

Chemical Reaction Neural Network
Julia
71
star
2

Arrhenius.jl

Differentiable Reacting Flow Modeling Software
Jupyter Notebook
56
star
3

Stiff-PINN

Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
Python
48
star
4

reactorch

A Differentiable Reacting Flow Simulation Package in PyTorch
Python
44
star
5

StiffNeuralODE

Stiff Neural Ordinary Differential Equations
Julia
29
star
6

StiffNet-Benchmark

Benchmark for learning stiff problems using physics-informed machine learning
10
star
7

Biomass.jl

Modeling Biomass Pyrolysis in Julia
Julia
6
star
8

ArrheniusActiveSubspace

Use Arrhenius.jl to compute active subspace
Julia
3
star
9

Arrhenius_Flame_1D

Differentiable 1D flame using Arrhenius.jl
Julia
2
star
10

CRNN_HyChem

Julia
2
star
11

Inference_ConstV_EMs

Inference of chemical kinetics and thermodynamic properties from constant-volume combustion of energetic materials
1
star
12

CRNN.jl_old

Chemical Reaction Neural Network in Julia
Julia
1
star
13

ArrheniusOpt

Kinetics Parameter Optimization based on Arrhenius.jl
Jupyter Notebook
1
star
14

DENG-MIT.github.io

1
star