Прати
Sungduk Yu
Sungduk Yu
Intel Labs
Верификована је имејл адреса на yale.edu
Наслов
Навело
Навело
Година
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
1572021
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
652024
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
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
462018
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
422019
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, 22070-22084, 2023
41*2023
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
372013
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
262020
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
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
102022
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
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
72024
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
72024
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
52024
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
52024
Climsim-online: A large multi-scale dataset and framework for hybrid ml-physics climate emulation
S Yu, Z Hu, A Subramaniam, W Hannah, L Peng, J Lin, MA Bhouri, ...
arXiv preprint arXiv:2306.08754, 2023
42023
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
Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review
S Yu, M Luo, A Madasu, V Lal, P Howard
arXiv preprint arXiv:2410.03019, 2024
32024
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