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Department of Estuarine and Ocean Sciences Weekly Seminar Announcement - Iury Simoes-Sousa

When: Wednesday, September 14, 2022
12:30 PM - 1:30 PM
Where: > See description for location
Description: The School for Marine Science and Technology
Department of Estuarine and Ocean Sciences
Weekly Seminar Announcement

"Stochasticity of Turbulence"

By
Iury Simoes-Sousa
PhD Candidate, Department of Estuarine and Ocean Sciences

Wednesday, September 14, 2022
12:30 pm - 1:30 pm
SMAST East, Rooms 101/102
and via Zoom

Abstract:
Ocean and atmosphere models are usually run in very coarse resolution compared to most of the turbulent energy cascade. The standard approach is to parameterize the turbulence expressed by an extra diffusion. Physics-based models are highly diffusive and do not capture the backscattering of the energy cascade to larger scales. More recent approaches have tried to use machine learning methods to solve this problem, but they are usually not generalizable. This work is a first step in investigating whether turbulence closures should be stochastic instead of deterministic. The main question is, how different is the subgrid stress between different noise-added ensembles for a given coarse-grained flow field?
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For additional information, please contact Sue Silva at s1silva@umassd.edu
Contact: > See Description for contact information
Topical Areas: School for Marine Sciences and Technology, SMAST Seminar Series