Back to Results
First PageMeta Content
Climatology / Atmospheric model / Numerical weather prediction / Perturbation theory / Statistical ensemble / Global climate model / Computer simulation / Parametrization / Climate model / Atmospheric sciences / Computational science / Science


Using Neural Network Emulations of Model Physics in Numerical Model Ensembles Vladimir Krasnopolsky, Michael S. Fox-Rabinovitz, and Alexei Belochitski Abstract — In this paper the use of the neural network emulation te
Add to Reading List

Document Date: 2008-03-10 09:52:13


Open Document

File Size: 306,82 KB

Share Result on Facebook

Company

SAIC / Neural Networks / /

Country

United States / /

/

Event

Environmental Issue / /

Facility

National Center / University of Maryland / Greenhouse Gases / /

/

IndustryTerm

climate applications / ensemble prediction systems / nonlinear systems / ensemble forecast systems / /

Organization

PPE / Royal Meteorological Society / University of Maryland / Earth System Science Interdisciplinary Center / Ensemble of Transient Climate Simulations / IN NWP / National Oceanic and Atmospheric Administration / National Center for Atmospheric Research Community Atmosphere Model / STPPE / LTPPE / PICE / /

Person

Vladimir Krasnopolsky / Alexei Belochitski Abstract / Camp Springs / Michael S. Fox-Rabinovitz / NCAR CAM / J. Climate / Ocean Modelling / Alexei Belochitski / CAM LWR USING / /

/

Position

model / SIMULATIONS General / Bishop / Major / corresponding author / /

ProgrammingLanguage

K / /

ProvinceOrState

Maryland / /

PublishedMedium

Monthly Weather Review / Machine Learning / /

Technology

radiation / Geophysics / Neural Network / Machine Learning / simulation / /

SocialTag