69 citations · 124 across the 5 of their papers we have counts for
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physics.flu-dyn2023★ 1 cited
Generative convective parametrization of dry atmospheric boundary layer
Florian Heyder, Juan Pedro Mellado, Jörg Schumacher
Turbulence parametrizations will remain a necessary building block in kilometer-scale Earth system models. In convective boundary layers, where the mean vertical gradients of conse…
physics.flu-dyn2023★ 21 cited
Reduced-order modeling of two-dimensional turbulent Rayleigh-Bénard flow by hybrid quantum-classical reservoir computing
Philipp Pfeffer, Florian Heyder, Jörg Schumacher
Two hybrid quantum-classical reservoir computing models are presented to reproduce low-order statistical properties of a two-dimensional turbulent Rayleigh-Bénard convection flow a…