/QoI-aware-projections-combustion

Code and materials for the paper: The effect of manifold topology on reduced-order modeling of turbulent combustion.

QoI-aware projections for combustion

Code and materials for the paper: The effect of manifold topology on reduced-order modeling of turbulent combustion.

Results reproducibility

All of our results can be reproduced on the following Python stack:

Python==3.10.12

numpy==1.24.3
pandas==2.0.3
scipy==1.11.1
scikit-learn==1.3.0
tensorflow==2.13.0
keras==2.13.1
PCAfold==2.0.0