| Correcting weather and climate models by machine learning nudged historical simulations O Watt‐Meyer, ND Brenowitz, SK Clark, B Henn, A Kwa, J McGibbon, ... Geophysical Research Letters 48 (15), e2021GL092555, 2021 | 84 | 2021 |
| GFDL SHiELD: A unified system for weather‐to‐seasonal prediction L Harris, L Zhou, SJ Lin, JH Chen, X Chen, K Gao, M Morin, S Rees, ... Journal of Advances in Modeling Earth Systems 12 (10), e2020MS002223, 2020 | 73 | 2020 |
| Correcting Coarse‐Grid Weather and Climate Models by Machine Learning From Global Storm‐Resolving Simulations CS Bretherton, B Henn, A Kwa, ND Brenowitz, O Watt‐Meyer, J McGibbon, ... Journal of Advances in Modeling Earth Systems 14 (2), e2021MS002794, 2022 | 61 | 2022 |
| Parameterization‐based uncertainty in future lightning flash density SK Clark, DS Ward, NM Mahowald Geophysical Research Letters 44 (6), 2893-2901, 2017 | 59 | 2017 |
| Scale analysis of moist thermodynamics in a simple model and the relationship between moisture modes and gravity waves ÁF Adames, D Kim, SK Clark, Y Ming, K Inoue Journal of the Atmospheric Sciences 76 (12), 3863-3881, 2019 | 58 | 2019 |
| S2S Prediction in GFDL SPEAR: MJO Diversity and Teleconnections B Xiang, L Harris, TL Delworth, B Wang, G Chen, JH Chen, SK Clark, ... Bulletin of the American Meteorological Society 103 (2), E463-E484, 2022 | 36 | 2022 |
| Machine Learning Climate Model Dynamics: Offline versus Online Performance ND Brenowitz, B Henn, J McGibbon, SK Clark, A Kwa, WA Perkins, ... arXiv preprint arXiv:2011.03081, 2020 | 34 | 2020 |
| The role of the water vapor feedback in the ITCZ response to hemispherically asymmetric forcings SK Clark, Y Ming, IM Held, PJ Phillipps Journal of Climate 31 (9), 3659-3678, 2018 | 34 | 2018 |
| Monsoon low pressure system like variability in an idealized moist model SK Clark, Y Ming, ÁF Adames Journal of Climate 33 (6), 2051-2074, 2020 | 29 | 2020 |
| Correcting a 200-km resolution climate model in multiple climates by machine learning from 25-km resolution simulations SK Clark, ND Brenowitz, B Henn, A Kwa, J McGibbon, WA Perkins, ... Journal of Advances in Modeling Earth Systems, e2022MS003219, 2022 | 26 | 2022 |
| The sensitivity of global climate to the episodicity of fire aerosol emissions SK Clark, DS Ward, NM Mahowald Journal of Geophysical Research: Atmospheres 120 (22), 11,589-11,607, 2015 | 23 | 2015 |
| Impact of warmer sea surface temperature on the global pattern of intense convection: Insights from a global storm resolving model KY Cheng, L Harris, C Bretherton, TM Merlis, M Bolot, L Zhou, ... Geophysical Research Letters, e2022GL099796, 2022 | 18 | 2022 |
| ACE: A fast, skillful learned global atmospheric model for climate prediction O Watt-Meyer, G Dresdner, J McGibbon, SK Clark, B Henn, J Duncan, ... arXiv preprint arXiv:2310.02074, 2023 | 15 | 2023 |
| Machine‐Learned Climate Model Corrections From a Global Storm‐Resolving Model: Performance Across the Annual Cycle A Kwa, SK Clark, B Henn, ND Brenowitz, J McGibbon, O Watt‐Meyer, ... Journal of Advances in Modeling Earth Systems 15 (5), e2022MS003400, 2023 | 13 | 2023 |
| fv3gfs-wrapper: a Python wrapper of the FV3GFS atmospheric model J McGibbon, ND Brenowitz, M Cheeseman, SK Clark, JPS Dahm, ... Geoscientific Model Development 14 (7), 4401-4409, 2021 | 13 | 2021 |
| Atmospheric blocking in an aquaplanet and the impact of orography V Narinesingh, JF Booth, SK Clark, Y Ming Weather and Climate Dynamics 1 (2), 293-311, 2020 | 13 | 2020 |
| Kilometer-scale global warming simulations and active sensors reveal changes in tropical deep convection M Bolot, LM Harris, KY Cheng, TM Merlis, PN Blossey, CS Bretherton, ... npj Climate and Atmospheric Science 6 (1), 209, 2023 | 5 | 2023 |
| Emulating Fast Processes in Climate Models ND Brenowitz, WA Perkins, JM Nugent, O Watt-Meyer, SK Clark, A Kwa, ... arXiv preprint arXiv:2211.10774, 2022 | 5 | 2022 |
| Neural network parameterization of subgrid‐scale physics from a realistic geography global storm‐resolving simulation O Watt‐Meyer, ND Brenowitz, SK Clark, B Henn, A Kwa, J McGibbon, ... Journal of Advances in Modeling Earth Systems 16 (2), e2023MS003668, 2024 | 4 | 2024 |
| Improving the predictions of ML-corrected climate models with novelty detection C Sanford, A Kwa, O Watt-Meyer, S Clark, N Brenowitz, J McGibbon, ... arXiv preprint arXiv:2211.13354, 2022 | 4 | 2022 |
