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From:
Monthly Weather Review
| Date:
December 1, 2005| Author:
Chevallier, Frà © dà © ric; Krasnopolsky, Vladimir M; Fox-Rabinovitz, Michael S; Chalikov, Dmitry V
| Copyright American Meteorological Society Dec 2005. Provided by ProQuest LLC.Copyright information
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1. Introduction
The dramatic increase in computer power over the last decades has not fulfilled the ever-increasing needs of the climate and weather sciences. Improving the efficiency of numerical models is still topical. In their paper "New approach to calculation of atmospheric model physics: Accurate and fast neural network emulation of longwave radiation in a climate model," Krasnopolsky et al. (2005, hereafter KFC05) develop the idea that artificial neural networks could accelerat...