Learning stochastic representations of geophysical dynamics
Said Ouala
,
Ronan Fablet
,
Cédric Herzet
,
Bertrand Chapron
,
Ananda Pascual
et al.
ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing , May 2019, Brighton, United Kingdom.
⟨10.1109/ICASSP.2019.8682929⟩
Conference papers
hal-02005403v1
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Learning ocean dynamical priors from noisy data using assimilation-derived neural nets
Said Ouala
,
Duong Nguyen
,
Cédric Herzet
,
Lucas Drumetz
,
Bertrand Chapron
et al.
Conference papers
hal-02285693v1
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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
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Analog Data Assimilation for the Selection of Suitable General Circulation Models
Juan Ruiz
,
Pierre Ailliot
,
Pierre Le Bras
,
Valérie Monbet
,
Florian Sévellec
et al.
2022
Preprints, Working Papers, ...
hal-03685531v1
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Selection of dynamical model using analog data assimilation
Juan Ruiz
,
Pierre Ailliot
,
Thi Tuyet Trang Chau
,
Valérie Monbet
,
Pierre Tandeo
et al.
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
Journal articles
hal-03616079v1
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Bilinear residual Neural Network for the identification and forecasting of dynamical systems
Ronan Fablet
,
Said Ouala
,
Cédric Herzet
Conference papers
hal-01686766v1
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Papovit - Particules en élevages de porcs et de volailles et itinéraires techniques : mise au point méthodologique et acquisition de facteurs d’émissions
Nadine Guingand
,
Vincent Blazy
,
A.L. Boulestreau-Boulay
,
Nicolas Génot
,
Mélynda Hassouna
et al.
Journal articles
hal-03764915v1
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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.
Journal articles
insu-03868833v1
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