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R

Ronan Fablet

centre national de la recherche scientifique (cnrs)

42H指数
555论文数
6.0K被引数
收录论文 56
发表时间
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A VAE approach to sample multivariate extremes变分自编码器方法用于采样多元极值
errJournal of Statistical Computation and Simulation
IF1.2
err2026-08-13
err0
PREAI
errLafon, Nicolas; Naveau, Philippe; Fablet, Ronan
err分享
err收藏
Toward Quasi-Global Gap-Free Ocean Wind Speed Mapping Enabled by Rapid-Sampling GNSS Reflectometry Satellites基于快速采样GNSS反演测量卫星的准全球无间隙海洋风速图构建
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-07-03
err0
errOAAI
errHao Du; Ronan Fablet; Thi Thuy Nga Nguyen; Weiqiang Li; Estel Cardellach; Bertrand Chapron
err分享
err收藏
Physics-informed neural data assimilation for high-resolution coastal SPM reconstruction from model and satellite data物理信息神经网络数据同化用于从模型和卫星数据中高分辨率海岸悬沙通量重构
errApplied Ocean Research
IF4.4
err2025-11-20
err0
errOAAI
errWei Chen; Thi Thuy Nga Nguyen; Johannes Pein; Frédéric Jourdin; Ronan Fablet; Joanna Staneva
err分享
err收藏
Learning-Based Calibration of Ocean Carbon Models to Tackle Physical Forcing Uncertainties and Observation Sparsity基于学习的海洋碳模型校准：应对物理强迫不确定性及观测稀疏性
errJournal of Advances in Modeling Earth Systems
IF4.6
err2025-10-25
err0
errOAAI
errJ. Littaye; R. Fablet; L. Memery
err分享
err收藏
Integrating wide-swath altimetry data into Level-4 multi-mission maps
errOCEAN SCIENCE
IF3.3
err2025-01-15
err0
errOAAI
errBallarotta, Maxime; Ubelmann, Clement; Bellemin-Laponnaz, Valentin; Le Guillou, Florian; Meda, Guillaume; Anadon, Cecile; Laloue, Alice; Delepoulle, Antoine; Faugere, Yannice; Pujol, Marie-Isabelle; Fablet, Ronan; Dibarboure, Gerald
err分享
err收藏
Generalization Performance of Neural Mapping Schemes for the Space–Time Interpolation of Satellite-Derived Ocean Color Datasets卫星遥感海色数据时空插值的神经网络映射方案泛化性能
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errThi Thuy Nga Nguyen; Clément Dorffer; Frédéric Jourdin; Ronan Fablet
err分享
err收藏
Observation-Only Deep Learning for Gappy Satellite-Derived Ocean Color Data Using 4DVarNet仅用观测的4DVarNet方法处理有缺口的卫星遥感海色数据深度学习
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
errOAAI
errClément Dorffer; Frédéric Jourdin; Thi Thuy Nga Nguyen; Rodolphe Devillers; David Mouillot; Ronan Fablet
err分享
err收藏
Online calibration of deep learning sub-models for hybrid numerical modeling systems
errCOMMUNICATIONS PHYSICS
IF5.8
err2024-12-18
err0
errOAAI
errOuala, Said; Chapron, Bertrand; Collard, Fabrice; Gaultier, Lucile; Fablet, Ronan
err分享
err收藏
Predicting particle catchment areas of deep-ocean sediment traps using machine learning
errOCEAN SCIENCE
IF3.3
err2024-09-19
err0
errOAAI
errPicard, Theo; Gula, Jonathan; Fablet, Ronan; Collin, Jeremy; Memery, Laurent
err分享
err收藏
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err3
errOAAI
errColin, Aurelien; Tandeo, Pierre; Peureux, Charles; Husson, Romain; Longepe, Nicolas; Fablet, Ronan
err分享
err收藏
A Transformer Network With Sparse Augmented Data Representation and Cross Entropy Loss for AIS-Based Vessel Trajectory Prediction具有稀疏增强数据表示和交叉熵损失的变压器网络，用于基于AIS的船舶轨迹预测
errIEEE ACCESS
IF3.6
err2024-01-01
err13
errOAAI
errNguyen, Duong; Fablet, Ronan
err分享
err收藏
Scale-Aware Neural Calibration for Wide Swath Altimetry Observations
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err1
errOAAI
errFebvre, Quentin; Ubelmann, Clement; Le Sommer, Julien; Fablet, Ronan
err分享
err收藏
Learning-Based Temporal Estimation of In-Situ Wind Speed From Underwater Passive Acoustics
errIEEE JOURNAL OF OCEANIC ENGINEERING
IF5.3
err2023-10-01
err0
PREAI
errZambra, Matteo; Cazau, Dorian; Farrugia, Nicolas; Gensse, Alexandre; Pensieri, Sara; Bozzano, Roberto; Fablet, Ronan
err分享
err收藏
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review具有动态系统数据同化和不确定性量化的机器学习: 综述
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-06-01
err66
errOAAI
errCheng, Sibo; Quilodran-Casas, Cesar; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella
err分享
err收藏
Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-05-02
err1
errOAAI
errOuala, Said; Chapron, Bertrand; Collard, Fabrice; Gaultier, Lucile; Fablet, Ronan
err分享
err收藏
4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2023-04-19
err11
errOAAI
errBeauchamp, Maxime; Febvre, Quentin; Georgenthum, Hugo; Fablet, Ronan
err分享
err收藏
Multimodal 4DVarNets for the Reconstruction of Sea Surface Dynamics From SST-SSH Synergies从sst-ssh协同作用重建海面动力学的多模式4dvarnet
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err11
errOAAI
errFablet, Ronan; Febvre, Quentin; Chapron, Bertrand
err分享
err收藏
Four-dimensional temperature, salinity and mixed-layer depth in the Gulf Stream, reconstructed from remote-sensing and in situ observations with neural networks
errOCEAN SCIENCE
IF3.3
err2022-08-25
err18
errOAAI
errPauthenet, Etienne; Bachelot, Loic; Balem, Kevin; Maze, Guillaume; Treguier, Anne-Marie; Roquet, Fabien; Fablet, Ronan; Tandeo, Pierre
err分享
err收藏
GeoTrackNet--A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-06-01
err67
errOAAI
errNguyen, Duong; Vadaine, Rodolphe; Hajduch, Guillaume; Garello, Rene; Fablet, Ronan
err分享
err收藏
Using generative adversarial networks (GAN) to simulate central-place foraging trajectories
errMETHODS IN ECOLOGY AND EVOLUTION
IF6.2
err2022-04-21
err7
errOAAI
errRoy, Amedee; Fablet, Ronan; Bertrand, Sophie Lanco
err分享
err收藏

研究方向

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