Postdoc in Physics-informed learning and Ocean Dynamics

Christophe Bobineau
Calendar
When:
31/03/2022 – 01/04/2022 all-day
2022-03-31T02:00:00+02:00
2022-04-01T02:00:00+02:00
Jobs

Offre en lien avec l’Action/le Réseau : MACLEAN/– — –

Laboratoire/Entreprise : Lab-STICC/IMT Atlantique
Durée : 24 months
Contact : ronan.fablet@imt-atlantique.fr
Date limite de publication : 2022-03-31

Contexte :
This postdoc position is opened in OceaniX group at IMT Atlantique/Lab-STICC (https://cia-oceanix.github.io/) dedicated to physics-informed AI for the monitoring and surveillance of the oceans. OceaniX chair gathers an interdisciplinary group with expertise in numerical modeling, applied math deep learning, remote sensing and ocean science to leverage AI technologies and paradigms to address key challenges in ocean modeling and forecasting, observing system design and control, surveillance and monitoring of maritime activities. OceaniX chair also benefits from the strong academy-industry partnerships (eg, Ifremer, CNES, CLS, NavalGroup, Eodyn, OceanDataLab…).

Visit our website for additional information: https://cia-oceanix.github.io/

Sujet :
The successful candidate shall develop cutting-edge collaborative research activities for physics-informed emulators [Crammer et al., 2020; Nonnenmacher et al., 2021] for the simulation and
forecasting of ocean dynamics with a strong interest in the ability to fully exploit multimodal observation
datasets. Recent advances within our group on related topics [e.g., Fablet et al., 2021; Ouala et al., 2020;
Roy et al., 2021, Frezat et al., 2021] could provide a relevant basis for novel broad-impact contributions.
Specific case-studies on observation-driven ocean forecasting, ocean-atmosphere extreme dynamics (e.g.,
hurricanes, marine heatwave) as well as smart multimodal observing systems will be of key interest.

More information: https://cia-oceanix.github.io/downloads/postdoc_OceaniX_2021.pdf

Profil du candidat :
Ph.D in applied math/machine learning/data science/imaging science and a strong interest in ocean science

Formation et compétences requises :
Proven skills in machine learning and/or deep learning

Adresse d’emploi :
IMT Atlantique, Brest, France.

Document attaché : 202201312046_postdoc_OceaniX_2021.pdf