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"au:"Pierre Gentine"" — arXiv2 Search
Showing 1–7 of 7 results
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Nov 26, 2025
Crowdsourcing the Frontier: Advancing Hybrid Physics-ML Climate Simulation via a $50,000 Kaggle Competition
Feb 14, 2025
Opportunities and challenges of quantum computing for climate modelling
Feb 5, 2024
Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations
Nov 6, 2023
Interpretable multiscale Machine Learning-Based Parameterizations of Convection for ICON
Sep 28, 2023
Navigating the Noise: Bringing Clarity to ML Parameterization Design with O(100) Ensembles
Aug 25, 2022
Comparing Storm Resolving Models and Climates via Unsupervised Machine Learning
Oct 24, 2020
Assessing the Potential of Deep Learning for Emulating Cloud Superparameterization in Climate Models with Real-Geography Boundary Conditions