activity
20152024
most citedArtificial Neural Networks trained through Deep Reinforcement Learning discover control strategies for active flow control

572 citations · 2.1k across the 54 of their papers we have counts for

collaborators

57 papers

physics.ao-ph2024★ 1 cited

More room at the top: how small buoys aim at the detailed dynamics of the air-sea interface

Luigi Cavaleri, Victor Alari, Alvise Benetazzo +12

Air-sea exchange processes have been identified as essential for both short- and long-term atmospheric and ocean forecasts. The two phases of the fluid layer covering our planet in…

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…

physics.ao-ph2024★ 1 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-ph2024★ 2 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-dyn2024★ 13 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.ao-ph2024★ 3 cited

Direct in-situ observations of wave-induced floe collisions in the deeper Marginal Ice Zone

Lars Willas Dreyer, Jean Rabault, Atle Jensen +4

Ocean waves propagating through the Marginal Ice Zone (MIZ) and the pack ice are strongly attenuated. This attenuation is critical for protecting sea ice from energetic wave events…