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Tom Beucler

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Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification

Jan 24, 2024
Frederick Iat-Hin Tam, Tom Beucler, James H. Ruppert Jr

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Lessons Learned: Reproducibility, Replicability, and When to Stop

Jan 09, 2024
Milton S. Gomez, Tom Beucler

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Next-Generation Earth System Models: Towards Reliable Hybrid Models for Weather and Climate Applications

Nov 22, 2023
Tom Beucler, Erwan Koch, Sven Kotlarski, David Leutwyler, Adrien Michel, Jonathan Koh

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Systematic Sampling and Validation of Machine Learning-Parameterizations in Climate Models

Sep 28, 2023
Jerry Lin, Sungduk Yu, Tom Beucler, Pierre Gentine, David Walling, Mike Pritchard

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ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators

Jun 16, 2023
Sungduk Yu, Walter M. Hannah, Liran Peng, Mohamed Aziz Bhouri, Ritwik Gupta, Jerry Lin, Björn Lütjens, Justus C. Will, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Anima Anandkumar, Noah D. Brenowitz, Veronika Eyring, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Carl Vondrick, Rose Yu, Laure Zanna, Ryan P. Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Gunnar Behrens, Christopher S. Bretherton, Julius J. M. Busecke, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Akshay Subramaniam, Mark A. Taylor, Nathan M. Urban, Janni Yuval, Guang J. Zhang, Tian Zheng, Michael S. Pritchard

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Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery

Apr 19, 2023
Saranya Ganesh S., Tom Beucler, Frederick Iat-Hin Tam, Milton S. Gomez, Jakob Runge, Andreas Gerhardus

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Physics-constrained deep learning postprocessing of temperature and humidity

Dec 07, 2022
Francesco Zanetta, Daniele Nerini, Tom Beucler, Mark A. Liniger

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Deep Learning Based Cloud Cover Parameterization for ICON

Dec 21, 2021
Arthur Grundner, Tom Beucler, Fernando Iglesias-Suarez, Pierre Gentine, Marco A. Giorgetta, Veronika Eyring

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