Scientific machine learning for closure models in multiscale problems: A review

B Sanderse, P Stinis, R Maulik, SE Ahmed - arxiv preprint arxiv …, 2024 - arxiv.org
Closure problems are omnipresent when simulating multiscale systems, where some
quantities and processes cannot be fully prescribed despite their effects on the simulation's …

Galerkin spectral estimation of vortex-dominated wake flows

KJ Asztalos, A Almashjary, STM Dawson - Theoretical and Computational …, 2024 - Springer
We propose a technique for performing spectral (in time) analysis of spatially-resolved
flowfield data, without needing any temporal resolution or information. This is achieved by …