@inproceedings{ouala:hal-01883213, TITLE = {{Deep learning models for geophysical spatio-temporal fields reconstruction}}, AUTHOR = {Ouala, Said and Herzet, C{\'e}dric and Fablet, Ronan}, URL = {https://imt-atlantique.hal.science/hal-01883213}, NOTE = {Abstract accept{\'e} par ''50{\`e}mes Journ{\'e}es de Statistique'' (JdS)}, BOOKTITLE = {{50{\`e}mes Journ{\'e}es de Statistique}}, ADDRESS = {Palaiseau, France}, ORGANIZATION = {{Soci{\'e}t{\'e} Fran{\c c}aise de Statistique}}, YEAR = {2018}, MONTH = May, KEYWORDS = {Data assimilation ; Neural Networks ; Data-Driven Models ; Deep learning ; Missing data ; Interpolation ; R{\'e}seaux de neurones ; Donn{\'e}es manquantes ; Asimilation de donn{\'e}es ; Mod{\`e}les bas{\'e}es donn{\'e}es ; Apprentissage profond}, HAL_ID = {hal-01883213}, HAL_VERSION = {v1}, }