19 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- IMT AtlantiqueFR2 papers
- Instituto Franco-Argentino sobre Estudios de Clima y sus ImpactosAR2 papers
- National University of the NortheastAR2 papers
- Universidad de Buenos AiresAR2 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- Consejo Nacional de Investigaciones Científicas y TécnicasAR1 paper
- Fundación Ciencias Exactas y NaturalesAR1 paper
- Institute of Astronomy and Space PhysicsAR1 paper
- Laboratoire des Sciences et Techniques de l’Information de la Communication et de la ConnaissanceFR1 paper
- Université de Bretagne OccidentaleFR1 paper
2 papers
physics.ao-ph2023
Online machine-learning forecast uncertainty estimation for sequential data assimilation
Maximiliano A. Sacco, Manuel Pulido, Juan J. Ruiz +1
Quantifying forecast uncertainty is a key aspect of state-of-the-art numerical weather prediction and data assimilation systems. Ensemble-based data assimilation systems incorporat…
cs.LG2021★ 19 cited
Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification
Maximiliano A. Sacco, Juan J. Ruiz, Manuel Pulido +1
Ensemble forecasting is, so far, the most successful approach to produce relevant forecasts with an estimation of their uncertainty. The main limitations of ensemble forecasting ar…