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A simple emulator that enables interpretation of parameter-output relationships, applied to two climate model PPEs

• Authors : Yang, Qingyuan; Elsaesser, Gregory S; Van Lier-Walqui, Marcus

Subjects: Statistics - Methodology; Physics - Atmospheric and Oceanic Physics

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Investigating the impact of tropical deforestation on Indian monsoon hydro-climate: a novel study using a regional climate model

• Authors : Lodh, Abhishek; Haldar, Stuti

Subjects: Naturvetenskap; Geovetenskap och miljövetenskap; Natural Sciences

• Source: Natural Hazards MERGE: ModElling the Regional and Global Earth system. 120(12):11399-11431

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Towards more realistic climate model outputs: A multivariate bias correction based on zero-inflated vine copulas

• Authors : Funk, Henri; Ludwig, Ralf; Kuechenhoff, Helmut

Subjects: Statistics - Applications; Statistics - Methodology

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AI-based climate model evaluation through the lens of heatwave storylines

• Authors : Duan, Shiheng; Zhang, Jishi; Bonfils, Céline

Subjects: Physics - Atmospheric and Oceanic Physics

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Dynamical-generative downscaling of climate model ensembles

• Authors : Lopez-Gomez, Ignacio; Wan, Zhong Yi; Zepeda-Núñez, Leonardo

Subjects: Physics - Atmospheric and Oceanic Physics; Computer Science - Machine Learning

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Performance and scaling of the LFRic weather and climate model on different generations of HPE Cray EX supercomputers

• Authors : Bull, J. Mark; Coughtrie, Andrew; Deeptimahanti, Deva

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Performance

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A Deconfounding Approach to Climate Model Bias Correction

• Authors : Gao, Wentao; Li, Jiuyong; Cheng, Debo

Subjects: Statistics - Machine Learning; Computer Science - Artificial Intelligence; Computer Science - Machine Learning

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European summer weather regimes 1990-2019: Automatic classification and representation in a small global climate model ensemble

• Authors : Wehrmann, Sibille; Pickler, Carolyne; Schramm, Marlene

Subjects: Physics - Atmospheric and Oceanic Physics; Physics - Geophysics

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A Statistical Reduced Complexity Climate Model for Probabilistic Analyses and Projections

• Authors : Bennedsen, Mikkel; Hillebrand, Eric; Koopman, Siem Jan

Subjects: Statistics - Applications

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Probabilistic Emulation of a Global Climate Model with Spherical DYffusion

• Authors : Cachay, Salva Rühling; Henn, Brian; Watt-Meyer, Oliver

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Physics - Atmospheric and Oceanic Physics

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