Guillaume Coulaud Doctorant - Détection d'anomalies dans les données climatiques massives

Identifiants chercheurs

IdHAL :

guillaume-coulaud

ORCID :

0009-0006-9401-2062

Publications

Article dans une revue (1)

ClimBurst: A Novel Method to Detect Climatological Anomalies Over Time and Space Audrey Brouillet,Guillaume Coulaud,Dennis Shasha,Reza Akbarinia,Florent Masseglia Geophysical Research Letters, 2025, 52 (19), pp.e2025GL117095. ⟨10.1029/2025gl117095⟩ Article dans une revue hal-05379952v1

Communication dans un congrès (2)

ClimBurst: A Dynamic Visualization Tool to Display Climatological Anomalies over Time and Space Guillaume Coulaud,Benoit Lange,Dennis Shasha,Audrey Brouillet,Reza Akbariniaet al. CIKM 2025 - 34th ACM International Conference on Information and Knowledge Management, ACM, Nov 2025, Seoul, South Korea. pp.6629-6633, ⟨10.1145/3746252.3761466⟩ Communication dans un congrès hal-05379898v1
Investigations on Physics-Informed Neural Networks for Aerodynamics Guillaume Coulaud,Maxime Le,Régis Duvigneau 58th 3AF International Conference on Applied Aerodynamics, Mar 2024, Orleans, France, France Communication dans un congrès hal-04519693v1

Pré-publication, Document de travail (2)

Unsupervised data-driven detection of exceptional atmospheric trajectories Guillaume Coulaud,Davide Faranda 2026 Pré-publication, Document de travail (preprint/prepublication) hal-05532887v1
TRAKNN: Efficient Trajectory Aware Spatiotemporal kNN for Rare Meteorological Trajectory Detection Guillaume Coulaud,Davide Faranda 2026 Pré-publication, Document de travail hal-05533547v1

Rapport (2)

Leveraging Data Seasonality and Matrix Profile for Anomaly Detection: Application to Climate Time Series Guillaume Coulaud,Reza Akbarinia,Audrey Brouillet,Florent Masseglia RR-9572, Inria. 2025 Rapport (rapport de recherche) hal-04906596v1
Physics-Informed Neural Networks for Multiphysics Coupling: Application to Conjugate Heat Transfer Guillaume Coulaud,Régis Duvigneau RR-9520, Université Côte d'Azur, Inria, CNRS, LJAD. 2023 Rapport hal-04225990v1