Anastase Alexandre Charantonis

Orcid: 0000-0003-4953-2684

According to our database1, Anastase Alexandre Charantonis authored at least 14 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution.
CoRR, 2024

Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations.
CoRR, 2023

Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Learning 4DVAR Inversion Directly from Observations.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper).
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022), 2022

2021
An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor.
IEEE Trans. Geosci. Remote. Sens., 2021

Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning.
Remote. Sens., 2021

Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting.
Remote. Sens., 2021

2020
The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2017
Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach.
Remote. Sens., 2017

Reconstruction of Subsurface Velocities From Satellite Observations Using Iterative Self-Organizing Maps.
IEEE Geosci. Remote. Sens. Lett., 2017

2015
Completion of a Sparse GLIDER Database Using Multi-iterative Self-Organizing Maps (ITCOMP SOM).
Proceedings of the International Conference on Computational Science, 2015

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


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