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Michael S. Pritchard

university of california irvine

39H-index
393Paper Count
5.4KCitation Count
Published Papers 32
Publication Date
Kilometer-scale convection-allowing model emulation using generative diffusion modeling
err2026-01-30
err0
errOAAI
errJaideep Pathak; Yair Cohen; Piyush Garg; Peter Harrington; Noah Brenowitz; Dale Durran; Morteza Mardani; Arash Vahdat; Shaoming Xu; Karthik Kashinath; Michael Pritchard
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Subseasonal Forecasting and MJO Teleconnections in Machine Learning Weather Prediction Models
err2026-01-30
err0
PREAI
errYannick Peings; Cameron Dong; Ankur Mahesh; Michael Pritchard; William Collins; Gudrun Magnusdottir
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Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
err2025-10-28
err0
errOAAI
errPeter Manshausen; Yair Cohen; Peter Harrington; Jaideep Pathak; Mike Pritchard; Piyush Garg; Morteza Mardani; Karthik Kashinath; Simon Byrne; Noah Brenowitz
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Remote Influence of Andean Convection on Amazonian Rainfall and Its Mechanisms
err2025-10-14
err0
PREAI
errHongchen Qin; Michael Pritchard; Christopher R. Terai; Julio Bacmeister; Peter Bogenschutz; George N. Kiladis
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Coupled Climate Simulations With E3SM-MMF
err2025-09-18
err0
errOAAI
errHannah, W. M.; Mahajan, S.; Harrop, B. E.; Liu, N.; Peng, L.; Pritchard, M. S.; Hillman, B. R.; Bader, D. C.; Taylor, M. A.
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Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
err2025-07-10
err0
errOAAI
errZeyuan Hu; Akshay Subramaniam; Zhiming Kuang; Jerry Lin; Sungduk Yu; Walter M. Hannah; Noah D. Brenowitz; Josh Romero; Michael S. Pritchard
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Pushing the frontiers in climate modelling and analysis with machine learning
err2024-08-23
err5
PREAI
errEyring, Veronika; Collins, William D.; Gentine, Pierre; Barnes, Elizabeth A.; Barreiro, Marcelo; Beucler, Tom; Bocquet, Marc; Bretherton, Christopher S.; Christensen, Hannah M.; Dagon, Katherine; Gagne, David John; Hall, David; Hammerling, Dorit; Hoyer, Stephan; Iglesias-Suarez, Fernando; Lopez-Gomez, Ignacio; Mcgraw, Marie C.; Meehl, Gerald A.; Molina, Maria J.; Monteleoni, Claire; Mueller, Juliane; Pritchard, Michael S.; Rolnick, David; Runge, Jakob; Stier, Philip; Watt-Meyer, Oliver; Weigel, Katja; Yu, Rose; Zanna, Laure
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Causally-Informed Deep Learning to Improve Climate Models and Projections
err2024-02-19
err8
errOAAI
errIglesias-Suarez, Fernando; Gentine, Pierre; Solino-Fernandez, Breixo; Beucler, Tom; Pritchard, Michael; Runge, Jakob; Eyring, Veronika
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Climate-invariant machine learning
err2024-02-09
err15
errOAAI
errBeucler, Tom; Gentine, Pierre; Yuval, Janni; Gupta, Ankitesh; Peng, Liran; Lin, Jerry; Yu, Sungduk; Rasp, Stephan; Ahmed, Fiaz; O'Gorman, Paul A.; Neelin, J. David; Lutsko, Nicholas J.; Pritchard, Michael
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Conservation of Dry Air, Water, and Energy in CAM and Its Potential Impact on Tropical Rainfall
err2022-05-01
err2
PREAI
errHarrop, Bryce E.; Pritchard, Michael S.; Parishani, Hossein; Gettelman, Andrew; Hagos, Samson; Lauritzen, Peter H.; Leung, L. Ruby; Lu, Jian; Pressel, Kyle G.; Sakaguchi, Koichi
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Better calibration of cloud parameterizations and subgrid effects increases the fidelity of the E3SM Atmosphere Model version 1
err2022-04-07
err35
errOAAI
errMa, Po-Lun; Harrop, Bryce E.; Larson, Vincent E.; Neale, Richard B.; Gettelman, Andrew; Morrison, Hugh; Wang, Hailong; Zhang, Kai; Klein, Stephen A.; Zelinka, Mark D.; Zhang, Yuying; Qian, Yun; Yoon, Jin-Ho; Jones, Christopher R.; Huang, Meng; Tai, Sheng-Lun; Singh, Balwinder; Bogenschutz, Peter A.; Zheng, Xue; Lin, Wuyin; Quaas, Johannes; Chepfer, Helene; Brunke, Michael A.; Zeng, Xubin; Mulmenstadt, Johannes; Hagos, Samson; Zhang, Zhibo; Song, Hua; Liu, Xiaohong; Pritchard, Michael S.; Wan, Hui; Wang, Jingyu; Tang, Qi; Caldwell, Peter M.; Fan, Jiwen; Berg, Larry K.; Fast, Jerome D.; Taylor, Mark A.; Golaz, Jean-Christophe; Xie, Shaocheng; Rasch, Philip J.; Leung, L. Ruby
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The Ongoing Need for High-Resolution Regional Climate Models: Process Understanding and Stakeholder Information
err2020-05-01
err122
errOAAI
errGutowski, W. J., Jr.; Ullrich, P. A.; Hall, A.; Leung, L. R.; O'Brien, T. A.; Patricola, C. M.; Arritt, R. W.; Bukovsky, M. S.; Calvin, K., V; Feng, Z.; Jones, A. D.; Kooperman, G. J.; Monier, E.; Pritchard, M. S.; Pryor, S. C.; Qian, Y.; Rhoades, A. M.; Roberts, A. F.; Sakaguchi, K.; Urban, N.; Zarzycki, C.
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The effect of plant physiological responses to rising CO2 on global streamflow
err2019-10-21
err54
errOAAI
errFowler, Megan D.; Kooperman, Gabriel J.; Randerson, James T.; Pritchard, Michael S.
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Why Does Amazon Precipitation Decrease When Tropical Forests Respond to Increasing CO2?
err2019-04-26
err61
errOAAI
errLangenbrunner, B.; Pritchard, M. S.; Kooperman, G. J.; Randerson, J. T.
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Soil Moisture Variability Intensifies and Prolongs Eastern Amazon Temperature and Carbon Cycle Response to El Nino-Southern Oscillation
err2019-02-01
err23
errOAAI
errLevine, Paul A.; Randerson, James T.; Chen, Yang; Pritchard, Michael S.; Xu, Min; Hoffman, Forrest M.
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FUTURE COMMUNITY EFFORTS IN UNDERSTANDING AND MODELING ATMOSPHERIC PROCESSES
err2018-09-01
err2
errOAAI
errZeng, Xubin; Klocke, Daniel; Shipway, Ben J.; Singh, Martin S.; Sandu, Irina; Hannah, Walter; Bogenschutz, Peter; Zhang, Yunyan; Morrison, Hugh; Pritchard, Michael; Rio, Catherine
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Forest response to rising CO2 drives zonally asymmetric rainfall change over tropical land
err2018-04-27
err94
errOAAI
errKooperman, Gabriel J.; Chen, Yang; Hoffman, Forrest M.; Koven, Charles D.; Lindsay, Keith; Pritchard, Michael S.; Swann, Abigail L. S.; Randerson, James T.
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