This section collects all the research done by our group regarding combustion simulations and hybrid reduced-order models.
Category: AI & Data-Driven Models
Parametric interpolation of the DLR turbulent jet diffusion flame using Higher-Order SVD and Gaussian Process Regression to predict full combustion fields at unseen operating conditions.
Category: CFD & High-Fidelity Simulations
LES and predictive hybrid ROMs based on POD combined with deep learning architectures for turbulent jet flames.
