BC
B. Chapron
physics.ao-phcs.LGphysics.flu-dyncs.AIcs.CVmath.OCstat.MLcs.NAeess.IVmath.NA
On Valency
published · living versionsW_ca8yum3a·v1 · currentpublished
Stochastic Transport and Wave Interactions for Multiscale Surface Gravity Waves: Part II: Kinetic Theory and Ocean-Wave Applications
with E. Mémin, A. Debussche, L Marié
1 version
W_ehvfa86g·v1published
Preprints & journals
51 papers in the corpus · 2004–2026Ocean surface currents directly imaged from spacex5vv49 · Nicolas Rascle, Aurelien Ponte, Frederic Nouguier et al.2026 · 0 citationsEarthArXiv
Surface Stokes drift from compact drifting wave buoys2609.21592v1 · Alexey S. Mironov, Fabrice Collard, Gwenaele Jan et al.2026 · 0 citationsarXiv
Stochastic Transport and Wave Interactions for Multiscale Surface Gravity Waves: Part II: Kinetic Theory and Ocean-Wave Applications2608.27105v1 · E. M'emin, B. Chapron, A. Debussche et al.2026 · 0 citationsarXivon Valency
Sampling sea state using a diffusion model2606.26389v1 · Jiarong Wu, Bertrand Chapron, Laure Zanna2026 · 0 citationsarXiv
Take It or Leave It: Intent-Controlled Partial Optimal Transport2605.20030v1 · Salil Parth Tripathi, Bertrand Chapron, Fabrice Collard et al.2026 · 0 citationsarXiv
OceanSAR-2: A Universal Feature Extractor for SAR Ocean Observation2601.07392v1 · Alexandre Tuel, Thomas Kerdreux, Quentin Febvre et al.2026 · 0 citationsarXiv
Enhanced Computational Complexity in Continuous-Depth Models: Neural Ordinary Differential Equations With Trainable Numerical Schemes.40815582 · Ouala, Said, Debreu, Laurent, Chapron, Bertrand et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(1):1045-1051
Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data2512.22152v1 · Daria Botvynko, Pierre Hasl'ee, Lucile Gaultier (ODL) et al.2025 · 0 citationsarXiv
Growth rate and energy dissipation in wind-forced breaking waves2506.17802v2 · Nicolo Scapin, Jiarong Wu, J. Thomas Farrar et al.2025 · 4 citationsarXiv
A Stochastic Ekman-Stokes Model for Coupled Ocean-Wave-Atmosphere Dynamics2504.07632v2 · Long Li, Etienne M'emin, Bertrand Chapron2025 · 0 citationsarXiv
Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation2504.06962v2 · Thomas Kerdreux, Alexandre Tuel, Quentin Febvre et al.2025 · 2 citationsarXiv
Turbulence and energy dissipation from wave breaking2503.03009v1 · Jiarong Wu, St'ephane Popinet, Bertrand Chapron et al.2025 · 2 citationsarXiv
Density-Induced Variations of Local Dimension Estimates for Absolutely Continuous Random Variables.39963200 · Platzer, Paul, Chapron, Bertrand2025 · 2 citationsJournal of statistical physics. 2025;192(2):34
Disentangling density and geometry in weather regime dimensions using stochastic twins.40452898 · Platzer, Paul, Chapron, Bertrand, Messori, Gabriele2025 · 0 citationsNPJ climate and atmospheric science. 2025;8(1):203
Momentum fluxes in wind-forced breaking waves2411.03415v2 · Nicolo Scapin, Jiarong Wu, J. Thomas Farrar et al.2024 · 9 citationsarXiv
Underestimation of extremes in sea level surge reconstruction.38937538 · Harter, Ludovic, Pineau-Guillou, Lucia, Chapron, Bertrand2024 · 20 citationsScientific reports. 2024;14(1):14875
WV-Net: A foundation model for SAR WV-mode satellite imagery trained using contrastive self-supervised learning on 10 million images2406.18765v1 · Yannik Glaser, Justin E. Stopa, Linnea M. Wolniewicz et al.2024 · 1 citationarXiv
Revealing short-term dynamics of tropical cyclone wind speeds from satellite synthetic aperture radar.38834582 · Avenas, Arthur, Chapron, Bertrand, Mouche, Alexis et al.2024 · 5 citationsScientific reports. 2024;14(1):12808
Neural variational Data Assimilation with Uncertainty Quantification using SPDE priors2402.01855v3 · Maxime Beauchamp, Ronan Fablet, Simon Benaichouche et al.2024 · 2 citationsarXiv
Alignments of Geophysical Fields: a differential geometry perspective2312.01341v4 · Yicun Zhen, Valentin Resseguier, Bertrand Chapron2023 · 0 citationsarXiv
Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems2311.10665v1 · Said Ouala, Bertrand Chapron, Fabrice Collard et al.2023 · 6 citationsarXiv
Comparison of Stochastic Parametrization Schemes using Data Assimilation on Triad Models2304.14216v1 · Bertrand Chapron, Dan Crisan, Darryl Holm et al.2023 · 0 citationsarXiv
Linear wave solutions of a stochastic shallow water model2304.10183v3 · Etienne M'emin, Long Li, No'e Lahaye et al.2023 · 7 citationsarXiv
Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets2211.13059v2 · Ronan Fablet, Bertrand Chapron, Julien Le Sommer et al.2022 · 17 citationsarXiv
Physically Constrained Covariance Inflation from Location Uncertainty2211.04207v2 · Yicun Zhen, Valentin Resseguier, Bertrand Chapron2022 · 8 citationsarXiv
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval2209.15034v1 · Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu et al.2022 · 19 citationsarXiv
Multimodal 4DVarNets for the reconstruction of sea surface dynamics from SST-SSH synergies2207.01372v2 · Ronan Fablet, Quentin Febvre, Bertrand Chapron2022 · 58 citationsarXiv
Shift of the storm surge season in Europe due to climate variability.35581397 · Roustan, Jean-Baptiste, Pineau-Guillou, Lucia, Chapron, Bertrand et al.2022 · 15 citationsScientific reports. 2022;12(1):8210
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery2204.04438v1 · Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu et al.2022 · 6 citationsarXiv
Multimodal learning-based inversion models for the space-time reconstruction of satellite-derived geophysical fields2203.10640v1 · Ronan Fablet, Bertrand Chapron2022 · 8 citationsarXiv
Eigenvalues of autocovariance matrix: A practical method to identify the Koopman eigenfrequencies.35428119 · Zhen, Yicun, Chapron, Bertrand, Mémin, Etienne et al.2022 · 14 citationsPhysical review. E. 2022;105(3-1):034205
Two-dimensional structure functions to characterize convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images2202.08538v2 · Carlos Granero-Belinchon, St'ephane G. Roux (Phys-ENS), Nicolas B. Garnier et al.2022 · 0 citationsarXiv
Bridging Koopman Operator and time-series auto-correlation based Hilbert-Schmidt operator2202.08755v2 · Yicun Zhen, Bertrand Chapron, Etienne M'emin2022 · 1 citationarXiv
Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning2202.05750v2 · Said Ouala, Steven L. Brunton, Ananda Pascual et al.2022 · 12 citationsarXiv
Exploitation of error correlation in a large analysis validation: GlobCurrent case study2110.08905v1 · Richard E. Danielson, Johnny A. Johannessen, Graham D. Quartly et al.2021 · 15 citationsRemote Sens. Environ., 217, 476-490 (2018)
Learning Runge-Kutta Integration Schemes for ODE Simulation and Identification2105.04999v1 · Said Ouala, Laurent Debreu, Ananda Pascual et al.2021 · 2 citationsarXiv
The speed of breaking waves controls sea surface drag2103.06655v1 · Alex Ayet, Bertrand Chapron, Peter Sutherland et al.2021 · 0 citationsarXiv
Learning Variational Data Assimilation Models and Solvers2007.12941v1 · Ronan Fablet, Bertrand Chapron, Lucas. Drumetz et al.2020 · 96 citationsarXiv
Winter weather controls net influx of atmospheric CO2 on the north-west European shelf.31882779 · Kitidis, Vassilis, Shutler, Jamie D, Ashton, Ian et al.2020 · 42 citationsScientific reports. 2019;9(1):20153
Learning Latent Dynamics for Partially-Observed Chaotic Systems1907.02452v1 · Said Ouala, Duong Nguyen, Lucas Drumetz et al.2019 · 55 citationsarXiv
Wind, wave and current interactions appear key for quantifying cross-shelf transport and carbon export; new knowledge and the potential of SKIM to enable monitoring1905.08687v1 · Jamie D. Shutler, Thomas Holding, Clement Ubelmann et al.2019 · 0 citationsarXiv
Stochastic modelling and diffusion modes for proper orthogonal decomposition models and small-scale flow analysis1611.06832v2 · Valentin Resseguier (FLUMINANCE, IFREMER), Etienne M'emin (FLUMINANCE) et al.2016 · 26 citationsJournal of Fluid Mechanics, Cambridge University Press (CUP), 2017, 828, pp.29
Geophysical flows under location uncertainty, Part II: Quasi-geostrophy and efficient ensemble spreading1611.03041v1 · Valentin Resseguier, Etienne Memin, Bertrand Chapron2016 · 93 citationsarXiv
Geophysical flows under location uncertainty, Part III: SQG and frontal dynamics under strong turbulence conditions1611.03047v1 · Valentin Resseguier, Etienne Memin, Bertrand Chapron2016 · 53 citationsarXiv
Geophysical flows under location uncertainty, Part I Random transport and general models1611.02572v3 · Valentin Resseguier (FLUMINANCE, IFREMER), Etienne M'emin (FLUMINANCE) et al.2016 · 88 citationsarXiv
Salinity from space unlocks satellite-based assessment of ocean acidification.25569587 · Land, Peter E, Shutler, Jamie D, Findlay, Helen S et al.2015 · 45 citationsEnvironmental science & technology. 2015;49(4):1987-94
Space-time structure of long ocean swell fields0910.1496v2 · Matthias Delpey (SHOM), Fabrice Ardhuin (SHOM), Fabrice Collard et al.2009 · 62 citationsarXiv
French Roadmap for complex Systems 2008-20090907.2221v1 · Paul Bourgine (ed.), David Chavalarias (ed.), Edith Perrier (ed.) et al.2009 · 16 citationsarXiv
Routine monitoring and analysis of ocean swell fields using a spaceborne SAR0812.2318v3 · Fabrice Collard, Fabrice Ardhuin (SHOM), Bertrand Chapron (LOS)2008 · 5 citationsarXiv
Observation of swell dissipation across oceans0809.2497v4 · Fabrice Ardhuin (SHOM), Bertrand Chapron (LOS), Fabrice Collard2008 · 382 citationsarXivon Valency
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