From surface structures to subsurface flow: physics-informed reconstruction of near-surface turbulence from surface data using the SINDy-SHRED framework

Moen, Kristoffer Sosulski

From surface structures to subsurface flow: physics-informed reconstruction of near-surface turbulence from surface data using the SINDy-SHRED framework

Kristoffer Sosulski Moen¹, Jørgen Røysland Aarnes², Simen Ellingsen¹ and Nathan Kutz³, (1)Norwegian University of Science and Technology, Energy and Process Engineering, Trondheim, Norway, (2)Norwegian University of Science and Technology, Department of Energy and Process Engineering, Trondheim, Norway, (3)University of Washington Seattle Campus, Departments of Applied Mathematics and Electrical & Computer Engineering, Seattle, United States