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Stochastic parameterization identification using ensemble Kalman filtering combined with maximum likelihood methods
Manuel Pulido
,
Pierre Tandeo
,
Marc Bocquet
,
Alberto Carrassi
,
Magdalena Lucini
et al.
Journal articles
hal-01773980v1
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Machine learning-based uncertainty quantification for data assimilation: a simple model experiment
Juan Ruiz
,
Maximiliano Sacco
,
Yicun Zhen
,
Pierre Tandeo
,
Manuel Pulido
et al.
Conference papers
hal-03279041v1
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Model error covariance estimation in particle and ensemble Kalman filters using an online expectation‐maximization algorithm
Tadeo Javier Cocucci
,
Manuel Pulido
,
Magdalena Lucini
,
Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, 2021, 147 (734), pp.526-543. ⟨10.1002/qj.3931⟩
Journal articles
hal-02964198v1
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Joint Estimation of Model and Observation Error Covariance Matrices in Data Assimilation: a Review
Pierre Tandeo
,
Pierre Ailliot
,
Marc Bocquet
,
Alberto Carrassi
,
Takemasa Miyoshi
et al.
2018
Preprints, Working Papers, ...
hal-01867958v1
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DADA: Data Assimilation for the Detection and Attribution of weather- and climate-related events
Alexis Hannart
,
Alberto Carrassi
,
Marc Bocquet
,
Michael Ghil
,
Philippe Naveau
et al.
Journal articles
hal-01356197v1
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A Review of Innovation-Based Methods to Jointly Estimate Model and Observation Error Covariance Matrices in Ensemble Data Assimilation
Pierre Tandeo
,
Pierre Ailliot
,
Marc Bocquet
,
Alberto Carrassi
,
Takemasa Miyoshi
et al.
Journal articles
hal-02922301v1
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Offline parameter estimation using EnKF and maximum likelihood error covariance estimates: Application to a subgrid-scale orography parameterization
Pierre Tandeo
,
Manuel Pulido
,
François Lott
Quarterly Journal of the Royal Meteorological Society, 2015, 141 (687), pp.383 - 395. ⟨10.1002/qj.2357⟩
Journal articles
hal-01194557v1
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Estimation of error covariance matrices in data assimilation
Pierre Tandeo
,
Pierre Ailliot
,
Marc Bocquet
,
Alberto Carrassi
,
Ibrahim Hoteit
et al.
RIKEN International Workshop on Uncertainty Quantification (UQWS), Feb 2018, Kobe, Japan
Conference papers
hal-01824227v1
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Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification
Maximiliano Sacco
,
Juan Ruiz
,
Manuel Pulido
,
Pierre Tandeo
Journal articles
hal-03685523v1
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Estimation of the functional form of subgrid-scale parameterizations using ensemble-based data assimilation: a simple model experiment
Manuel Pulido
,
Guillermo Scheffler
,
Juan Ruiz
,
Magdalena Lucini
,
Pierre Tandeo
et al.
Quarterly Journal of the Royal Meteorological Society, 2016, 142 (701), pp.2974 - 2984. ⟨10.1002/qj.2879⟩
Journal articles
hal-01443992v1
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