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Sungduk Yu
Sungduk Yu
University of California, Irvine
yale.edu의 이메일 확인됨
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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
1182021
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
582013
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
442019
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
412019
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
412018
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
362013
Climate-invariant machine learning
T Beucler, M Pritchard, J Yuval, A Gupta, L Peng, S Rasp, F Ahmed, ...
arXiv preprint arXiv:2112.08440, 2021
252021
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
172020
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
142016
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
122015
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators
S Yu, WM Hannah, L Peng, MA Bhouri, R Gupta, J Lin, B Lütjens, JC Will, ...
arXiv preprint arXiv:2306.08754, 2023
52023
Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset
S Yu, M Pritchard, PL Ma, B Singh, S Silva
arXiv preprint arXiv:2302.03845, 2023
42023
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
42022
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
32023
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, ...
37th Conference on Neural Information Processing Systems, NeurIPS 2023, 2023
32023
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
32020
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
22013
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
12024
SETTLING OF POROUS SPHERES, AS A PROXY FOR MARINE SNOW, THROUGH DENSITY STRATIFICATION 2
S Yu
University of North Carolina at Chapel Hill, 2013
12013
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
2024
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