Articles with "function approximator" as a keyword



Neural network as a function approximator and its application in solving differential equations

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Published in 2019 at "Applied Mathematics and Mechanics"

DOI: 10.1007/s10483-019-2429-8

Abstract: A neural network (NN) is a powerful tool for approximating bounded continuous functions in machine learning. The NN provides a framework for numerically solving ordinary differential equations (ODEs) and partial differential equations (PDEs) combined with… read more here.

Keywords: neural network; function approximator; network function; differential equations ... See more keywords