output
20152026
most citedEstimating model evidence using data assimilation

35 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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stat.AP2021★ 17 cited

Inference in epidemiological agent-based models using ensemble-based data assimilation

Tadeo Javier Cocucci, Manuel Pulido, Juan Aparicio +3

To represent the complex individual interactions in the dynamics of disease spread informed by data, the coupling of an epidemiological agent-based model with the ensemble Kalman f…

stat.AP2017★ 30 cited

Probabilities of causation of climate changes

Alexis Hannart, Philippe Naveau

Multiple changes in Earth's climate system have been observed over the past decades. Determining how likely each of these changes are to have been caused by human influence, is imp…

stat.AP2016★ 35 cited

Estimating model evidence using data assimilation

Alberto Carrassi, Marc Bocquet, Alexis Hannart +1

We review the field of data assimilation (DA) from a Bayesian perspective and show that, in addition to its by now common application to state estimation, DA may be used for model…

stat.AP2015★ 1 cited

DADA: Data Assimilation for the Detection and Attribution of Weather- and Climate-related Events

Alexis Hannart, Alberto Carrassi, Marc Bocquet +5

We describe a new approach allowing for systematic causal attribution of weather and climate-related events, in near-real time. The method is purposely designed to facilitate its i…