Titlebook: Computational Mechanics with Neural Networks; Genki Yagawa,Atsuya Oishi Book 2021 The Editor(s) (if applicable) and The Author(s), under e

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https://doi.org/10.1007/978-981-13-1238-0This chapter focuses on the progress of several features of computational mechanics and neural networks. Section . deals with the computers and the processors, Sect. . the network technologies, Sect. . the parallel processing and Sect. . the numerical precision.

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https://doi.org/10.1007/978-3-319-22213-4The present chapter discusses neural networks other than the feedforward neural networks (see Chap. .) and the mutually connected neural networks (see Chap. .). Section . describes the self-organizing map (SOM) and Sect. . the radial basis function network.

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https://doi.org/10.1007/978-981-15-1373-2This chapter provides an introduction for the application of neural networks to computational mechanics, where a basic procedure is discussed to incorporate neural networks in computational mechanics.

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Study of Movement Speeds Down StairsChapter 14 focuses on the comparison between neural networks and other methods in terms of performance in applications to computational mechanics (Sect. .), and on the improvements of neural networks (Sect. .).