1 results for "Muhammad Azam Hafeez"

Constrained reduced-order modeling using bounded Gaussian processes for physically consistent reacting flow predictions

Muhammad Azam Hafeez; Alberto Procacci; Axel Coussement et al.

Energy and AI, Vol. 21 · 2025 · English · DOAJ Scopus

Reduced-order models offer a cost-effective and accurate approach to analyzing high-dimensional combustion problems. These surrogate models are built in a data-driven manner by combining computational fluid dynamics simulations with Proper Orthogonal Decomposition (POD) for dimensionality reduction…