Mariana Clare

The Rise of Data-Driven Weather Forecasting: A First Statistical Assessment of Machine Learning–Based Weather Forecasts in an Operational-Like Context

Zied Ben Bouallègue, Mariana Clare, Linus Magnusson et al. · Bulletin of the American Meteorological Society · 2024 · 113 citations · Full text

AIFS -- ECMWF's data-driven forecasting system

Simon Lang, Mihai Alexe, Matthew Chantry et al. · arXiv (Cornell University) · 2024 · 59 citations · Full text

Combining distribution‐based neural networks to predict weather forecast probabilities

Mariana Clare, Omar Jamil, Cyril Morcrette · Quarterly Journal of the Royal Meteorological Society · 2021 · 56 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

Explainable Artificial Intelligence for Bayesian Neural Networks: Toward Trustworthy Predictions of Ocean Dynamics

Mariana Clare, Maike Sonnewald, Redouane Lguensat et al. · Journal of Advances in Modeling Earth Systems · 2022 · 45 citations · Full text

Artificial Intelligence, Ocean Dynamics, Machine Learning +21

The rise of data-driven weather forecasting

Zied Ben-Bouallegue, Mariana Clare, Linus Magnusson et al. · arXiv (Cornell University) · 2023 · 43 citations · Full text

Climatology, Meteorology, Global Nwp Systems +12