Sensitivity analysis for auto-ignition | repo | Features: auto-differentiation, multi-threading, sensitivity to all of three Arrhenius params A, b and Ea, active subspace based uncertainty quantification
Sensitivity analysis for one-dimensional flames | repo | Features: auto-differentiation, multi-threading, sensitivity to all of three Arrhenius params A, b and Ea.
Automonous learn kinetic mechanism using neural network | repo | Features: Chemical Reaction Neural Network (CRNN), Neural Ordinary Differential Equations.
Deep Reduction | repo | Features: Two-stages mechanism reduction with deep learning.
Examples
Note that some of the examples are in development and you can have early access by contacting Weiqi Ji