Reduced Order Models for Combustion

Data-driven and AI approaches to reactive flow modelling

This section collects all the research done by our group regarding reduced-order modelling and AI-driven methods for combustion.

HOSVD + GPR: Parametric Surrogate for Turbulent Jet Flames

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.

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