Titlebook: Computational Mechanics with Deep Learning; An Introduction Genki Yagawa,Atsuya Oishi Textbook 2023 The Editor(s) (if applicable) and The A

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Computational Mechanics with Deep Learningeep learning in recent years based on the trend of the number of published papers on this topic, discussing how deep learning is applied to various fields in computational mechanics. In Sect. ., we review the research trends from the list of papers on computational mechanics with deep learning published since 2018.

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Springer Topics in Signal ProcessingIn this chapter, we discuss the classification of elements discussed in Chap. . with a real program implementation, where the entire process of an application of deep learning to computational mechanics is reproduced.

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Computer Programming for a Representative ProblemIn this chapter, we discuss the classification of elements discussed in Chap. . with a real program implementation, where the entire process of an application of deep learning to computational mechanics is reproduced.