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Will Gregory
Will Gregory
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Regional September sea ice forecasting with complex networks and Gaussian processes
W Gregory, M Tsamados, J Stroeve, P Sollich
Weather and Forecasting 35 (3), 793-806, 2020
142020
Synoptic variability in satellite altimeter‐derived radar freeboard of Arctic sea ice
C Nab, R Mallett, W Gregory, J Landy, I Lawrence, R Willatt, J Stroeve, ...
Geophysical Research Letters 50 (2), e2022GL100696, 2023
112023
Deep learning of systematic sea ice model errors from data assimilation increments
W Gregory, M Bushuk, A Adcroft, Y Zhang, L Zanna
Journal of Advances in Modeling Earth Systems 15 (10), e2023MS003757, 2023
102023
A Bayesian approach towards daily pan-Arctic sea ice freeboard estimates from combined CryoSat-2 and Sentinel-3 satellite observations
W Gregory, IR Lawrence, M Tsamados
The Cryosphere 15 (6), 2857-2871, 2021
72021
Network connectivity between the winter Arctic Oscillation and summer sea ice in CMIP6 models and observations
W Gregory, J Stroeve, M Tsamados
The Cryosphere 16 (5), 1653-1673, 2022
42022
Predicting September Arctic Sea Ice: A Multi-Model Seasonal Skill Comparison
M Bushuk, S Ali, DA Bailey, Q Bao, L Batté, US Bhatt, ...
Bulletin of the American Meteorological Society, 2024
2024
Scalable interpolation of satellite altimetry data with probabilistic machine learning
W Gregory, R MacEachern, S Takao, IR Lawrence, C Nab, MP Deisenroth, ...
Research Square, https://doi.org/10.21203/rs.3.rs-4209064, 2024
2024
Towards improving numerical sea ice predictions with data assimilation and machine learning
W Gregory, M Bushuk, Y Zhang, A Adcroft, L Zanna
EGU24, 2024
2024
Machine learning for online sea ice bias correction within global ice-ocean simulations
W Gregory, M Bushuk, Y Zhang, A Adcroft, L Zanna
Geophysical Research Letters 51 (3), e2023GL106776, 2024
2024
Improvements in September Arctic Sea Ice Predictions Via Assimilation of Summer CryoSat‐2 Sea Ice Thickness Observations
YF Zhang, M Bushuk, M Winton, B Hurlin, W Gregory, J Landy, L Jia
Geophysical Research Letters 50 (24), e2023GL105672, 2023
2023
Learning Machine Learning with Lorenz-96
D Balwada, R Abernathey, S Acharya, A Adcroft, J Brener, V Balaji, ...
Authorea Preprints, 2023
2023
The New Generation of Global Climate Models Enhanced by Machine Learning
L Zanna, A Sane, C Zhang, D Balwada, P Perezhogin, W Gregory, ...
AGU23, 2023
2023
Machine learning tools for pattern recognition in polar climate science
W Gregory
https://discovery.ucl.ac.uk/id/eprint/10139913/, 2021
2021
GFDL Contribution to the September 2022 Sea Ice Outloook: September Report
M Bushuk, M Winton, Y Zhang, B Hurlin, W Gregory, T Delworth, L Jia, ...
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