Schumacher Lab

Ilmenau University of Technology

Thüringen (DEG) · Germany

ERC-funded
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ERC Advanced Grant · 2021

Order at the Mesoscale: Connecting supercomputing of compressible convection to classical and quantum machine learning

Turbulent convection flows in nature display prominent patterns in the mesoscale range whose characteristic length in the horizontal directions exceeds the system scale height. Known as the turbulent superstructure of convection, they are absent on both larger and smaller scales and evolve in ways not yet understood; but they are an essential link in the heat and momentum transport to larger scales, an important driver of intermittent fluid motion at sub-mesoscales, and one major source of uncertainty in the prognosis of climate change and space weather. In MesoComp, I will investigate the formation of superstructures in massively parallel simulations of compressible turbulent convection in…

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