Sungduk Yu

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Michael S. PritchardAssociate Professor of Earth System Science, University of California IrvineAdresse e-mail validée de uci.edu
Tom BeuclerAssistant Professor, University of LausanneAdresse e-mail validée de unil.ch
Pierre GentineProfessor @ Columbia University - Director NSF LEAP STCAdresse e-mail validée de columbia.edu
Jerry LinPhD Candidate in Earth System Science, UC IrvineAdresse e-mail validée de berkeley.edu
Liran PengUniversity of California IrvineAdresse e-mail validée de uci.edu
Paul Alexander LevineJet Propulsion LaboratoryAdresse e-mail validée de jpl.nasa.gov
Gudrun MagnusdottirUniversity of California IrvineAdresse e-mail validée de uci.edu
Jin-Yi YuProfessor of Earth System Science, University of California, IrvineAdresse e-mail validée de uci.edu
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineAdresse e-mail validée de ics.uci.edu
Efi Foufoula-GeorgiouDistinguished Professor of Civil and Environmental Engineering, University of California IrvineAdresse e-mail validée de uci.edu
Brian L WhiteUniversity of North Carolina at Chapel HillAdresse e-mail validée de unc.edu
Jennifer C. PrairieUniversity of San DiegoAdresse e-mail validée de sandiego.edu
James RandersonDepartment of Earth System Science, UC IrvineAdresse e-mail validée de uci.edu
Alexey V. FedorovYale UniversityAdresse e-mail validée de yale.edu
Carol ArnostiProfessor, Department of Marine Sciences, University of North Carolina-Chapel HillAdresse e-mail validée de email.unc.edu
Nicholas LutskoAssistant Professor of Climate Science, Scripps Institution of OceanographyAdresse e-mail validée de ucsd.edu
Paul O'GormanProfessor of Atmospheric Science, MITAdresse e-mail validée de mit.edu
Stephan RaspSenior Research Scientist at Google ResearchAdresse e-mail validée de google.com
Janni YuvalGoogle ResearchAdresse e-mail validée de google.com
Fiaz AhmedUCLAAdresse e-mail validée de ucla.edu

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Sungduk Yu

Intel Labs

Adresse e-mail validée de yale.edu

Climate Science AI/ML Vision-Language Models


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Zonally contrasting shifts of the tropical rain belt in response to climate change A Mamalakis, JT Randerson, JY Yu, MS Pritchard, G Magnusdottir, ... Nature Climate Change 11 (2), 143-151, 2021	153	2021
Delayed settling of marine snow at sharp density transitions driven by fluid entrainment and diffusion-limited retention JC Prairie, K Ziervogel, C Arnosti, R Camassa, C Falcon, S Khatri, ... Marine Ecology Progress Series 487, 185-200, 2013	62	2013
Climate-invariant machine learning T Beucler, P Gentine, J Yuval, A Gupta, L Peng, J Lin, S Yu, S Rasp, ... Science Advances 10 (6), eadj7250, 2024	61	2024
A strong role for the AMOC in partitioning global energy transport and shifting ITCZ position in response to latitudinally discrete solar forcing in CESM1. 2 S Yu, MS Pritchard Journal of Climate 32 (8), 2207-2226, 2019	48	2019
Extratropical–Tropical Interaction Model Intercomparison Project (Etin-Mip): Protocol and Initial Results SM Kang, M Hawcroft, B Xiang, YT Hwang, G Cazes, F Codron, T Crueger, ... Bulletin of the American Meteorological Society 100 (12), 2589-2606, 2019	45	2019
Sensitivity of coupled tropical Pacific model biases to convective parameterization in CESM1 MD Woelfle, S Yu, CS Bretherton, MS Pritchard Journal of Advances in Modeling Earth Systems 10 (1), 126-144, 2018	44	2018
Retention and entrainment effects: Experiments and theory for porous spheres settling in sharply stratified fluids R Camassa, S Khatri, RM McLaughlin, JC Prairie, BL White, S Yu Physics of Fluids 25 (8), 081701, 2013	39	2013
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation S Yu, W Hannah, L Peng, J Lin, MA Bhouri, R Gupta, B Lütjens, JC Will, ... Advances in Neural Information Processing Systems 36, 2024	37*	2024
The Role of Westerly Wind Bursts During Different Seasons Versus Ocean Heat Recharge in the Development of Extreme El Niño in Climate Models S Yu, AV Fedorov Geophysical Research Letters 47 (16), e2020GL088381, 2020	25	2020
Sensitivity of summer ensembles of fledgling superparameterized US mesoscale convective systems to cloud resolving model microphysics and grid configuration EJ Elliott, S Yu, GJ Kooperman, H Morrison, M Wang, MS Pritchard Journal of Advances in Modeling Earth Systems 8 (2), 634-649, 2016	14	2016
The effect of large‐scale model time step and multiscale coupling frequency on cloud climatology, vertical structure, and rainfall extremes in a superparameterized GCM S Yu, MS Pritchard Journal of Advances in Modeling Earth Systems 7 (4), 1977-1996, 2015	13	2015
Systematic Sampling and Validation of Machine Learning-Parameterizations in Climate Models J Lin, S Yu, T Beucler, P Gentine, D Walling, M Pritchard arXiv preprint arXiv:2309.16177, 2023	9	2023
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction J Nathaniel, Y Qu, T Nguyen, S Yu, J Busecke, A Grover, P Gentine arXiv preprint arXiv:2402.00712, 2024	8	2024
The Essential Role of Westerly Wind Bursts in ENSO Dynamics and Extreme Events Quantified in Model “Wind Stress Shaving” Experiments S Yu, AV Fedorov Journal of Climate, 2022	8	2022
Improving Atmospheric Processes in Earth System Models with Deep Learning Ensembles and Stochastic Parameterizations G Behrens, T Beucler, F Iglesias-Suarez, S Yu, P Gentine, M Pritchard, ... arXiv preprint arXiv:2402.03079, 2024	6	2024
Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset S Yu, PL Ma, B Singh, S Silva, M Pritchard Artificial Intelligence for the Earth Systems 3 (1), e230013, 2024	6	2024
Zonally opposing shifts of the intertropical convergence zone in response to climate change A Mamalakis, JT Randerson, JY Yu, MS Pritchard, G Magnusdottir, ... arXiv preprint arXiv:2007.00239, 2020	4	2020
Biophysical coupling of marine hotspots Y Watanuki, RP Wilson, JC Prairie, K Ziervogel, C Arnosti, R Camassa, ... Marine Ecology Progress Series 487, 176-304, 2013	4	2013
Why do LLaVA Vision-Language Models Reply to Images in English? M Hinck, C Holtermann, ML Olson, F Schneider, S Yu, A Bhiwandiwalla, ... arXiv preprint arXiv:2407.02333, 2024	3	2024
Stable Machine-Learning Parameterization of Subgrid Processes with Real Geography and Full-physics Emulation Z Hu, A Subramaniam, Z Kuang, J Lin, S Yu, WM Hannah, ND Brenowitz, ... arXiv preprint arXiv:2407.00124, 2024	3	2024

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