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Sungduk Yu
Sungduk Yu
Intel Labs
Verified email at yale.edu
Title
Cited by
Cited by
Year
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
1532021
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
622013
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
612024
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
482019
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
452019
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
442018
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
392013
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
38*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
252020
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
132015
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
92023
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
82024
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
82022
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
62024
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
62024
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
42020
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
42013
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
32024
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
32024
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