Description
Mode of Workshop : ONLINE
Session Date : 30th April, 2nd & 6th May, 2024
Dr. Ricardo Vinuesa is an Associate Professor at the Department of Engineering Mechanics, KTH Royal Institute of Technology in Stockholm. He is also Vice Director of the KTH Digitalization Platform and Lead Faculty at the KTH Climate Action Centre. He studied Mechanical Engineering at the Polytechnic University of Valencia (Spain), and he received his PhD in Mechanical and Aerospace Engineering from the Illinois Institute of Technology in Chicago. His research combines numerical simulations and data-driven methods to understand, control and predict complex wall-bounded turbulent flows, such as the boundary layers developing around wings and urban environments. Dr. Vinuesa has received, among others, an ERC Consolidator Grant (the most prestigious research program in Europe), the TSFP Kasagi Award, the Goran Gustafsson Award for Young Researchers, the IIT Outstanding Young Alumnus Award, the SARES Young Researcher Award and he leads several large Horizon Europe projects. He is also a member of the Young Academy of Science of Spain.
– Introduction to turbulence
– Coherent structures and turbulence simulations
– Introduction to deep learning for fluid mechanics
– Spatial predictions and sensing in turbulent flows
– Reduced-order models using auto-encoders and transformers
– Deep reinforcement learning for flow control
Participants who attend all sessions will receive certificates for attending this masterclass session. Once all of the sessions have been completed, the PPTs will be shared. The session recordings will not be provided.
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