Projects in Awesome Lists by DENG-MIT
A curated list of projects in awesome lists by DENG-MIT .
https://github.com/deng-mit/crnn
Chemical Reaction Neural Network
chemical-kinetics neural-ode sciml
Last synced: 17 Jun 2025
https://github.com/deng-mit/arrhenius.jl
Differentiable Reacting Flow Modeling Software
arrhenius auto-differentiation cantera cfd chemistry combustion cvode deeplearning energy flame julialang machine-learning neural-network neuralode reaction sciml sundials
Last synced: 20 Oct 2025
https://github.com/DENG-MIT/Stiff-PINN
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
Last synced: 04 Apr 2025
https://github.com/deng-mit/stiff-pinn
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
Last synced: 11 Jul 2025
https://github.com/deng-mit/reactorch
A Differentiable Reacting Flow Simulation Package in PyTorch
chemical-kinetics combustion fluid-dynamics kinetics pytorch scientific-machine-learning
Last synced: 03 Mar 2026
https://github.com/deng-mit/stiffneuralode
Stiff Neural Ordinary Differential Equations
Last synced: 02 Jan 2026
https://github.com/deng-mit/kan-odes
The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics"
Last synced: 15 Mar 2025
https://github.com/deng-mit/stiffnet-benchmark
Benchmark for learning stiff problems using physics-informed machine learning
Last synced: 02 Jan 2026
https://github.com/deng-mit/arrheniusactivesubspace
Use Arrhenius.jl to compute active subspace
Last synced: 02 Jan 2026
https://github.com/deng-mit/arrhenius_flame_1d
Differentiable 1D flame using Arrhenius.jl
Last synced: 19 Mar 2026
https://github.com/deng-mit/arrheniusopt
Kinetics Parameter Optimization based on Arrhenius.jl
Last synced: 07 Jan 2026
https://github.com/deng-mit/nn-psr
Differentiable Perfect Stirred Reactor Simulation using Arrhenius.jl
Last synced: 15 Mar 2025
https://github.com/deng-mit/deepreduction
Two stages pipeline for reduce combustion mechanisms: reduction and retrain
Last synced: 16 Feb 2026