Michael S. Pritchard

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Pierre GentineProfessor @ Columbia University - Director NSF LEAP STCAdresse e-mail validée de columbia.edu
Tom BeuclerAssistant Professor, University of LausanneAdresse e-mail validée de unil.ch
Christopher S. BrethertonProfessor, University of WashingtonAdresse e-mail validée de atmos.washington.edu
Gabriel KoopermanDepartment of Geography, University of GeorgiaAdresse e-mail validée de uga.edu
Stephan RaspSenior Research Scientist at Google ResearchAdresse e-mail validée de google.com
Noah BrenowitzNVIDIAAdresse e-mail validée de nvidia.com
Sungduk YuIntel LabsAdresse e-mail validée de yale.edu
Liran PengUniversity of California IrvineAdresse e-mail validée de uci.edu
Richard C. J. SomervilleDistingushed Professor Emeritus, University of California, San DiegoAdresse e-mail validée de ucsd.edu
Griffin MooersPostdoctoral Associate, MITAdresse e-mail validée de uci.edu
Travis A. O'BrienIndiana UniversityAdresse e-mail validée de iu.edu
Jordan OttUniversity of California IrvineAdresse e-mail validée de uci.edu
Pierre BaldiProfessor, University of California, IrvineAdresse e-mail validée de ics.uci.edu
James RandersonDepartment of Earth System Science, UC IrvineAdresse e-mail validée de uci.edu
Megan FowlerNational Center for Atmospheric ResearchAdresse e-mail validée de ucar.edu
Paul Alexander LevineJet Propulsion LaboratoryAdresse e-mail validée de jpl.nasa.gov
Kyle PresselPacific Northwest National LaboratoryAdresse e-mail validée de pnnl.gov
Forrest M. HoffmanOak Ridge National LaboratoryAdresse e-mail validée de climatemodeling.org
Marat KhairoutdinovProfessor, Stony Brook UniversityAdresse e-mail validée de stonybrook.edu
Gael ReinaudiAssociate Research Scientist, Columbia UniversityAdresse e-mail validée de phys.columbia.edu

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Michael S. Pritchard

Associate Professor of Earth System Science, University of California Irvine

Adresse e-mail validée de uci.edu - Page d'accueil

Climate science cloud physics cloud superparameterization machine learning high performance computing


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Deep learning to represent subgrid processes in climate models S Rasp, MS Pritchard, P Gentine Proceedings of the national academy of sciences 115 (39), 9684-9689, 2018	877	2018
Could machine learning break the convection parameterization deadlock? P Gentine, M Pritchard, S Rasp, G Reinaudi, G Yacalis Geophysical Research Letters 45 (11), 5742-5751, 2018	480	2018
Enforcing analytic constraints in neural networks emulating physical systems T Beucler, M Pritchard, S Rasp, J Ott, P Baldi, P Gentine Physical Review Letters 126 (9), 098302, 2021	316	2021
The ongoing need for high-resolution regional climate models: Process understanding and stakeholder information WJ Gutowski, PA Ullrich, A Hall, LR Leung, TA O’Brien, CM Patricola, ... Bulletin of the American Meteorological Society 101 (5), E664-E683, 2020	162	2020
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	153	2021
A fortran‐keras deep learning bridge for scientific computing J Ott, M Pritchard, N Best, E Linstead, M Curcic, P Baldi Scientific Programming 2020 (1), 8888811, 2020	139	2020
Interpreting and stabilizing machine-learning parametrizations of convection ND Brenowitz, T Beucler, M Pritchard, CS Bretherton Journal of the Atmospheric Sciences 77 (12), 4357-4375, 2020	128	2020
Forest response to rising CO₂ drives zonally asymmetric rainfall change over tropical land GJ Kooperman, Y Chen, FM Hoffman, CD Koven, K Lindsay, MS Pritchard, ... Nature Climate Change 8 (5), 434-440, 2018	120	2018
Orogenic propagating precipitation systems over the United States in a global climate model with embedded explicit convection MS Pritchard, MW Moncrieff, RCJ Somerville Journal of the Atmospheric Sciences 68 (8), 1821-1840, 2011	120	2011
Constraining the influence of natural variability to improve estimates of global aerosol indirect effects in a nudged version of the Community Atmosphere Model 5 GJ Kooperman, MS Pritchard, SJ Ghan, M Wang, RCJ Somerville, ... Journal of Geophysical Research: Atmospheres 117 (D23), 2012	108	2012
Causal evidence that rotational moisture advection is critical to the superparameterized Madden–Julian oscillation MS Pritchard, CS Bretherton Journal of the Atmospheric Sciences 71 (2), 800-815, 2014	93	2014
Achieving conservation of energy in neural network emulators for climate modeling T Beucler, S Rasp, M Pritchard, P Gentine arXiv preprint arXiv:1906.06622, 2019	87	2019
Robust effects of cloud superparameterization on simulated daily rainfall intensity statistics across multiple versions of the Community Earth System Model G Kooperman, MS Pritchard, M Burt, MD Branson, DA Randall Journal of Advances in Modeling Earth Systems 8, 2016	83	2016
Assessing the diurnal cycle of precipitation in a multi‐scale climate model MS Pritchard, RCJ Somerville Journal of Advances in Modeling Earth Systems 1 (4), 2009	79	2009
Why Does Amazon Precipitation Decrease When Tropical Forests Respond to Increasing CO₂? B Langenbrunner, MS Pritchard, GJ Kooperman, JT Randerson Earth's future 7 (4), 450-468, 2019	68	2019
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	61	2024
The effect of plant physiological responses to rising CO₂ on global streamflow MD Fowler, GJ Kooperman, JT Randerson, MS Pritchard Nature Climate Change 9 (11), 873-879, 2019	61	2019
Vertical structure and physical processes of the Madden‐Julian oscillation: Linking hindcast fidelity to simulated diabatic heating and moistening NP Klingaman, SJ Woolnough, X Jiang, D Waliser, PK Xavier, J Petch, ... Journal of Geophysical Research: Atmospheres 120 (10), 4690-4717, 2015	59	2015
Toward low‐cloud‐permitting cloud superparameterization with explicit boundary layer turbulence H Parishani, MS Pritchard, CS Bretherton, MC Wyant, M Khairoutdinov Journal of Advances in Modeling Earth Systems 9 (3), 1542-1571, 2017	57	2017
Empirical orthogonal function analysis of the diurnal cycle of precipitation in a multi‐scale climate model MS Pritchard, RCJ Somerville Geophysical Research Letters 36 (5), 2009	54	2009

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