activity
20192022
most citedRepresenting ill-known parts of a numerical model using a machine learning approach

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022

Learning 4DVAR inversion directly from observations

Arthur Filoche, Julien Brajard, Anastase Charantonis +1

Variational data assimilation and deep learning share many algorithmic aspects in common. While the former focuses on system state estimation, the latter provides great inductive b…