Julien Brajard

Julien Brajard

Nansen Environmental and Remote Sensing Center - Bergen / Norway
Others
AD Scientific Index ID: 4982345
person_outline Julien Brajard's MOST POPULAR ARTICLES
1-) Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model J Brajard, A Carrassi, M Bocquet, L Bertino Journal of computational science 44, 101171, 2020 1362020
2-) Combining data assimilation and machine learning to infer unresolved scale parametrizationJ Brajard, A Carrassi, M Bocquet, L BertinoPhilosophical Transactions of the Royal Society A 379 (2194), 20200086, 2021942021
3-) Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximizationM Bocquet, J Brajard, A Carrassi, L BertinoarXiv preprint arXiv:2001.06270, 2020912020
4-) Classification of sea ice types in Sentinel-1 SAR data using convolutional neural networksH Boulze, A Korosov, J BrajardRemote Sensing 12 (13), 2165, 20201162020
5-) Machine learning with data assimilation and uncertainty quantification for dynamical systems: a reviewS Cheng, C Quilodrán-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ...IEEE/CAA Journal of Automatica Sinica 10 (6), 1361-1387, 20231142023