Julien Brajard
Orcid: 0000-0003-0634-1482
According to our database1,
Julien Brajard
authored at least 19 papers
between 2006 and 2024.
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Bibliography
2024
Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks.
J. Comput. Sci., 2024
2023
Adaptation of a Neuro-Variational Algorithm from SeaWiFS to MODIS-Aqua Sensor for the Determination of Atmospheric and Oceanic Variables.
Remote. Sens., July, 2023
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE CAA J. Autom. Sinica, June, 2023
Machine Learning-Based Improvement of Aerosol Optical Depth from CHIMERE Simulations Using MODIS Satellite Observations.
Remote. Sens., March, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
2021
Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting.
Remote. Sens., 2021
2020
Classification of Sea Ice Types in Sentinel-1 SAR Data Using Convolutional Neural Networks.
Remote. Sens., 2020
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. Comput. Sci., 2020
Bayesian inference of dynamics from partial and noisy observations using data assimilation and machine learning.
CoRR, 2020
2019
2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
2016
Proceedings of the OpenMP: Memory, Devices, and Tasks, 2016
2011
Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational Method.
Proceedings of the NCTA 2011, 2011
Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion.
Proceedings of the NCTA 2011, 2011
2009
Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps.
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
Validation of model simulations with respect to in situ observations by the use of probabilistic estimations.
Proceedings of the International Joint Conference on Neural Networks, 2008
2006
Use of a neuro-variational inversion for retrieving oceanic and atmospheric constituents from satellite ocean colour sensor: Application to absorbing aerosols.
Neural Networks, 2006