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Author

Guillaume Coulaud

Observed name: Coulaud, Guillaume
Observed institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université de Montpellier, Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier, Centre Inria d'Université Côte d'Azur, Centre Européen de Recherche et de Formation Avancée en Calcul Scientifique, Climat, Environnement, Couplages et Incertitudes, IROKO: Sciences environnementales guidées par les données, ACUMES: Algorithmes et Biologie Structurale
ORCID: 0009-0006-9401-2062
Observed ORCID: 0009-0006-9401-2062
OpenAlex ID: A5093470949
Physics-Informed Neural Networks for Multiphysics Coupling: Application to Conjugate Heat Transfer
2023 · Coulaud, Guillaume, Duvigneau, Régis · HAL (Le Centre pour la Communication Scientifique Directe) · 3
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ClimBurst: A Novel Method to Detect Climatological Anomalies Over Time and Space
2025 · Audrey Brouillet, Guillaume Coulaud, et al. · Geophysical Research Letters · 1
Investigations on Physics-Informed Neural Networks for Aerodynamics
2024 · Coulaud, Guillaume, Le, Maxime, et al. · arXiv (Cornell University) · 1
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TRAKNN-Explorer: Interactive Discovery of Rare Meteorological Trajectories and Analogues Retrieval
2026 · Guillaume Coulaud, Davide Faranda · Lecture notes in computer science
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Efficient Detection of Seasonal Bursts: Applications to Climate Time Series
2026 · Guillaume Coulaud, Audrey Brouillet, et al. · Lecture notes in computer science
Disjoint or Overlapping? Inference Windowing for Reconstruction-Based Time Series Anomaly Detection
2026 · Coulaud, Guillaume, Akbarinia, Reza, et al. · arXiv (Cornell University)
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TRAKNN-Explorer Demonstration
2026 · Coulaud, Guillaume · HAL (Le Centre pour la Communication Scientifique Directe)
TRAKNN: Efficient Trajectory Aware Spatiotemporal kNN for Rare Meteorological Trajectory Detection
2026 · Coulaud, Guillaume, Faranda, Davide · arXiv (Cornell University)
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Unsupervised data-driven detection of exceptional atmospheric trajectories
2026 · Coulaud, Guillaume, Faranda, Davide · HAL (Le Centre pour la Communication Scientifique Directe)
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ClimBurst: A Dynamic Visualization Tool to Display Climatological Anomalies over Time and Space
2025 · Guillaume Coulaud, Benoit Lange, et al. · ACM International Conference on Information and Knowledge Management (CIKM)
Leveraging Data Seasonality and Matrix Profile for Anomaly Detection: Application to Climate Time Series
2025 · Coulaud, Guillaume, Akbarinia, Reza, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
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Application of deep learning to the estimation of normalization coefficients in diffusion-based covariance models
2023 · Skrunes, Folke K, Destouches, Mayeul, et al. · arXiv (Cornell University)
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Works count: 12
Citation count: 5
H-index: 1
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