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ANR project: Code decision (reference) : ANR-19-CE46-0011
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Improved regional frequency analysis of rainfall data

Philomène Le Gall , Anne-Catherine Favre , Philippe Naveau , Clémentine Prieur
Weather and Climate Extremes, 2022, 36, pp.100456. ⟨10.1016/j.wace.2022.100456⟩
Journal articles hal-03114324v3
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A VAE approach to sample multivariate extremes

Nicolas Lafon , Philippe Naveau , Ronan Fablet
2023
Preprints, Working Papers, ... hal-04013214v1
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Multimodel Errors and Emergence Times in Climate Attribution Studies

Philippe Naveau , Soulivanh Thao
Journal of Climate, 2022, 35 (14), pp.4791-4804. ⟨10.1175/JCLI-D-21-0332.1⟩
Journal articles hal-03775782v1
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Eigenvalues of Autocovariance Matrix: A Practical Method to Identify the Koopman Eigenfrequencies

Zhen Yicun , Bertrand Chapron , Etienne Mémin , Lin Peng
Physical Review E , 2022, 105 (3), pp.1-12. ⟨10.1103/PhysRevE.105.034205⟩
Journal articles hal-03625812v1
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JOINT CALIBRATION AND MAPPING OF SATELLITE ALTIMETRY DATA USING TRAINABLE VARIATIONAL MODELS

Quentin Febvre , Ronan Fablet , J Le Sommer , C Ubelmann
ICASSP 2022, IEEE, May 2022, Singapore, France
Conference papers hal-03369696v1
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Evaluating probabilistic forecasts of extremes using continuous ranked probability score distributions

Maxime Taillardat , Anne-Laure Fougères , Philippe Naveau , Raphaël de Fondeville
International Journal of Forecasting, 2022, ⟨10.1016/j.ijforecast.2022.07.003⟩
Journal articles hal-02121796v3
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Unsupervised reconstruction of sea surface currents from AIS maritime traffic data using learnable variational models

Simon Benaïchouche , Clement Le Goff , Yann Guichoux , François Rousseau , Ronan Fablet et al.
ICASSP 2021: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, Canada. ⟨10.1109/ICASSP39728.2021.9415038⟩
Conference papers hal-03139066v1
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A statistical method to model non-stationarity in precipitation records changes

Paula Gonzalez , Philippe Naveau , Soulivanh Thao , Julien Worms
Geophysical Research Letters, In press
Journal articles hal-04006516v1
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Evaluating probabilistic forecasts of extremes using continuous ranked probability score distributions

Maxime Taillardat , Anne-Laure Fougères , Philippe Naveau , Raphaël de Fondeville
International Journal of Forecasting, In press, ⟨10.1016/j.ijforecast.2022.07.003⟩
Journal articles hal-03775400v1