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Structure: Internal structure identifier : 1096399

Narrowing uncertainties in climate projections using data science tools

Pierre Tandeo , Pierre Ailliot , Christophe Bello , Bertrand Chapron , Trang Chau , et al.
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France
Conference papers hal-03279029v1

Time-change models for asymmetric processes

Pierre Ailliot , Bernard Delyon , Valérie Monbet , Marc Prevosto
Scandinavian Journal of Statistics, 2019, 46 (4), pp.1072-1097. ⟨10.1111/sjos.12382⟩
Journal articles hal-02065502v1
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An algorithm for non-parametric estimation in state–space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet
Computational Statistics and Data Analysis, 2021, 153, pp.107062. ⟨10.1016/j.csda.2020.107062⟩
Journal articles hal-02975833v1
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Analog Data Assimilation for the Selection of Suitable General Circulation Models

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Pierre Le Bras , Valérie Monbet , et al.
Preprints, Working Papers, ... hal-03685531v1
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Em algorithm for generalized ridge regression with spatial covariates

Valérie Monbet , Said Obakrim , Nicolas Raillard , Pierre Ailliot
Preprints, Working Papers, ... hal-03825411v1

The mid-infrared spectroscopy: A novel non-invasive diagnostic tool for NASH diagnosis in severe obesity

Rodolphe Anty , Marie Morvan , Maëna Le Corvec , Clémence Canivet , Stéphanie Patouraux , et al.
JHEP Reports Innovation in Hepatology, 2019, 1 (5), pp.361-368. ⟨10.1016/j.jhepr.2019.09.005⟩
Journal articles hal-04009608v1
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Deep learning for statistical downscaling of sea states

Marceau Michel , Said Obakrim , Nicolas Raillard , Pierre Ailliot , Valérie Monbet
Advances in Statistical Climatology, Meteorology and Oceanography, 2022, 8, pp.83 - 95. ⟨10.5194/ascmo-8-83-2022⟩
Journal articles hal-03825410v1
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Selection of dynamical model using analog data assimilation

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Valérie Monbet , Pierre Tandeo
Climate Informatics 2020, Sep 2020, Oxford, United Kingdom
Conference papers hal-02927329v1
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet , Pierre Tandeo
Discrete and Continuous Dynamical Systems - Series S, 2022, pp.1-24. ⟨10.3934/dcdss.2022054⟩
Journal articles hal-03616079v1
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Valérie Monbet , Said Obakrim , Pierre Ailliot , Nicolas Raillard
Preprints, Working Papers, ... hal-03825412v1

Site selection and system sizing of desalination plants powered with renewable energy sources based on a web-GIS platform

Eftichios Koutroulis , George Petrakis , Vicky Agou , Athanassios Malisovas , Dionissios Hristopulos , et al.
International Journal of Energy Sector Management, 2022, 16 (3), pp.469-492. ⟨10.1108/IJESM-04-2021-0018⟩
Journal articles hal-03378232v1

Statistical modeling of the space-time relation between wind and significant wave height

Said Obakrim , Pierre Ailliot , Valérie Monbet , Nicolas Raillard
Preprints, Working Papers, ... hal-03825413v1
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Federico Lo Bianco , Jorge Vitório Pereira , Erwan Rousseau , Frédéric Touzet
Journal für die reine und angewandte Mathematik, 2022, 2022 (789), pp.43-101. ⟨10.1515/crelle-2022-0023⟩
Journal articles hal-02905585v1
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JDCOT : an Algorithm for Transfer Learning in Incomparable Domains using Optimal Transport

Marion Jeamart , Renan Bernard , Nicolas Courty , Chloé Friguet , Valérie Garès
53èmes Journées de Statistique, Société Française de Statistique (SFdS), Jun 2022, Lyon, France
Conference papers hal-03932545v1
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Analog data assimilation for the selection of suitable general circulation models

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Pierre Le Bras , Valérie Monbet , et al.
Geoscientific Model Development, 2022, 15, pp.7203-7220. ⟨10.5194/gmd-15-7203-2022⟩
Journal articles insu-03868833v1