Prabhat - Publications, H-index & Citations

Prabhat

University of California System

37H指数

192论文数

1.0W被引数

收录论文 11

发表时间

Physics-informed machine learning: case studies for weather and climate modelling 以物理为基础的机器学习: 天气和气候建模的案例研究

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2021-02-15

329

OAAI

Kashinath, K.; Mustafa, M.; Albert, A.; Wu, J-L.; Jiang, C.; Esmaeilzadeh, S.; Azizzadenesheli, K.; Wang, R.; Chattopadhyay, A.; Singh, A.; Manepalli, A.; Chirila, D.; Yu, R.; Walters, R.; White, B.; Xiao, H.; Tchelepi, H. A.; Marcus, P.; Anandkumar, A.; Hassanzadeh, P.; Prabhat

Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems 在生成对抗网络中加强统计约束以建模混沌动力系统

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-04-01

104

OAAI

Wu, Jin-Long; Kashinath, Karthik; Albert, Adrian; Chirila, Dragos; Prabhat; Xiao, Heng

Cataloging the visible universe through Bayesian inference in Julia at petascale

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2019-05-01

OAAI

Regier, Jeffrey; Fischer, Keno; Pamnany, Kiran; Noack, Andreas; Revels, Jarrett; Lam, Maximilian; Howard, Steve; Giordano, Ryan; Schlegel, David; McAuliffe, Jon; Thomas, Rollin; Prabhat

Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2019-02-07

OAAI

Muszynski, Grzegorz; Kashinath, Karthik; Kurlin, Vitaliy; Wehner, Michael; Prabhat

High-Performance Computing in Neuroscience for Data-Driven Discovery, Integration, and Dissemination

NEURON

IF15

2016-11-01

OAAI

Bouchard, Kristofer E.; Aimone, James B.; Chun, Miyoung; Dean, Thomas; Denker, Michael; Diesmann, Markus; Donofrio, David D.; Frank, Loren M.; Kasthuri, Narayanan; Koch, Chirstof; Ruebel, Oliver; Simon, Horst D.; Sommer, Friedrich T.; Prabhat

North American extreme temperature events and related large scale meteorological patterns: a review of statistical methods, dynamics, modeling, and trends

CLIMATE DYNAMICS

IF3.7

2015-05-22

258

OAAI

Grotjahn, Richard; Black, Robert; Leung, Ruby; Wehner, Michael F.; Barlow, Mathew; Bosilovich, Mike; Gershunov, Alexander; Gutowski, William J., Jr.; Gyakum, John R.; Katz, Richard W.; Lee, Yun-Young; Lim, Young-Kwon; Prabhat

Resolution Dependence of Future Tropical Cyclone Projections of CAM5.1 in the US CLIVAR Hurricane Working Group Idealized Configurations

JOURNAL OF CLIMATE

IF4

2015-05-15

114

OAAI

Wehner, Michael; Prabhat; Reed, Kevin A.; Stone, Daithi; Collins, William D.; Bacmeister, Julio

Identifying Important Ions and Positions in Mass Spectrometry Imaging Data Using CUR Matrix Decompositions

ANALYTICAL CHEMISTRY

IF6.7

2015-04-13

OAAI