most citedRecent advances in applying deep reinforcement learning for flow control: perspectives and future directions

157 citations · 191 across the 15 of their papers we have counts for

collaborators

15 papers

physics.geo-ph2024

An analysis on OpenMetBuoy-v2021 drifter in-situ data and Lagrangian trajectory simulations in the Agulhas Current System

Bente Moerman, Øyvind Breivik, Lars R. Hole +3

In order to perform a sensitivity analysis of Lagrangian trajectory models, Lagrangian trajectory simulations have been compared to six OpenMetBuoy-v2021 drifter trajectories in th…

cs.AI20242 cited

Navigation in a simplified Urban Flow through Deep Reinforcement Learning

Federica Tonti, Jean Rabault, Ricardo Vinuesa

The increasing number of unmanned aerial vehicles (UAVs) in urban environments requires a strategy to minimize their environmental impact, both in terms of energy efficiency and no…

physics.ao-ph20241 cited

An OpenMetBuoy dataset of Marginal Ice Zone dynamics collected around Svalbard in 2022 and 2023

Jean Rabault, Catherine Taelman, Martina Idžanović +28

Sea ice is a key element of the global Earth system, with a major impact on global climate and regional weather. Unfortunately, accurate sea ice modeling is challenging due to the…

physics.ao-ph20242 cited

Svalbard Marginal Ice Zone 2024 Campaign -- Cruise Report

Malte Müller, Jean Rabault, Cyril Palerme

The coupling of weather, sea-ice, ocean, and wave forecasting systems has been a long-standing research focus to improve Arctic forecasting system and their realism and is also a p…

physics.flu-dyn202413 cited

Active flow control of a turbulent separation bubble through deep reinforcement learning

Bernat Font, Francisco Alcántara-Ávila, Jean Rabault +2

The control efficacy of classical periodic forcing and deep reinforcement learning (DRL) is assessed for a turbulent separation bubble (TSB) at on the upstream region be…

physics.flu-dyn2023

Observations of transient wave-induced mean drift profiles caused by virtual wave stresses in a two-layer system

Jan Erik H. Weber, Yiyi Whitchelo, Jon A. Pirolt +3

An experimental study of long interfacial gravity waves was conducted in a closed wave tank containing two layers of viscous immiscible fluids. The study focuses on the development…