Deng Energy and Nanotechnology Group
Host public codes developed in Deng Energy and Nanotechnology Group | MIT
Cambridge, MA
Pinned Repositories
Arrhenius.jl
Differentiable Reacting Flow Modeling Software
Arrhenius_Flame_1D
Differentiable 1D flame using Arrhenius.jl
ArrheniusActiveSubspace
Use Arrhenius.jl to compute active subspace
Biomass.jl
Modeling Biomass Pyrolysis in Julia
CRNN
Chemical Reaction Neural Network
CRNN_HyChem
reactorch
A Differentiable Reacting Flow Simulation Package in PyTorch
Stiff-PINN
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
StiffNet-Benchmark
Benchmark for learning stiff problems using physics-informed machine learning
StiffNeuralODE
Stiff Neural Ordinary Differential Equations
Deng Energy and Nanotechnology Group's Repositories
DENG-MIT/CRNN
Chemical Reaction Neural Network
DENG-MIT/Arrhenius.jl
Differentiable Reacting Flow Modeling Software
DENG-MIT/Stiff-PINN
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
DENG-MIT/reactorch
A Differentiable Reacting Flow Simulation Package in PyTorch
DENG-MIT/StiffNeuralODE
Stiff Neural Ordinary Differential Equations
DENG-MIT/StiffNet-Benchmark
Benchmark for learning stiff problems using physics-informed machine learning
DENG-MIT/Biomass.jl
Modeling Biomass Pyrolysis in Julia
DENG-MIT/ArrheniusActiveSubspace
Use Arrhenius.jl to compute active subspace
DENG-MIT/Arrhenius_Flame_1D
Differentiable 1D flame using Arrhenius.jl
DENG-MIT/CRNN_HyChem
DENG-MIT/ArrheniusOpt
Kinetics Parameter Optimization based on Arrhenius.jl
DENG-MIT/CRNN.jl_old
Chemical Reaction Neural Network in Julia
DENG-MIT/DENG-MIT.github.io
DENG-MIT/Inference_ConstV_EMs
Inference of chemical kinetics and thermodynamic properties from constant-volume combustion of energetic materials
DENG-MIT/CRNN-PINN.jl
DENG-MIT/CRNN-Pyrolysis
DENG-MIT/DeepReduction
Two stages pipeline for reduce combustion mechanisms: reduction and retrain
DENG-MIT/NN-PSR
Differentiable Perfect Stirred Reactor Simulation using Arrhenius.jl