Michail Chatzimanolakis

Adaptive learning of effective dynamics for online modeling of complex systems

Ivica Kičić, Pantelis R. Vlachas, Georgios Arampatzis et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 19 citations

Engineering, Computer Science, Systems Engineering +17

A painless intrusive polynomial chaos method with RANS-based applications

Michail Chatzimanolakis, Kyriakos D. Kantarakias, Varvara Asouti et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 17 citations

Natural Sciences, Computer Science, Mathematics +13

Optimal allocation of limited test resources for the quantification of COVID-19 infections

Michail Chatzimanolakis, Pascal Weber, Georgios Arampatzis et al. · Swiss Medical Weekly · 2020 · 16 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +16

Learning in two dimensions and controlling in three: Generalizable drag reduction strategies for flows past circular cylinders through deep reinforcement learning

Michail Chatzimanolakis, Pascal Weber, Petros Koumoutsakos · Physical Review Fluids · 2024 · 14 citations

Engineering, Computational Engineering, Computational Fluid Dynamics +12

Vortex separation cascades in simulations of the planar flow past an impulsively started cylinder up to

Michail Chatzimanolakis, Pascal Weber, Petros Koumoutsakos · Journal of Fluid Mechanics · 2022 · 10 citations

Natural Sciences, Physics, Computational Fluid Dynamics +16