Computational mechanics with neural networks

• Material Type: 図書
• ISBN: 3030661105; 9783030661106; 9783030661113 (electronic bk.); 3030661113 (electronic bk.)
• ISSN (series): 1877-7341
• Title: Computational mechanics with neural networks
• Author/Editor: Genki Yagawa, Atsuya Oishi
• Series Title: Lecture notes on numerical methods in engineering and sciences
• Title Heading: Lecture notes on numerical methods in engineering and sciences
• Author Heading: 矢川, 元基, 1942- ヤガワ, ゲンキ, 1942- ( 00091552 )Authorities; Oishi, Atsuya [大石篤哉]
• Publication, Distribution, etc.: Cham, Switzerland : Springer (出版)
• Publication Date: [2021]
• Publication Date (W3CDTF): 2021
• Extent: xii, 228 pages
• Other physical details: illustrations
• Size: 25 cm
• Place of Publication (Country Code): CH
• Text Language Code: eng
• Content Type: text
• Media Type: unmediated
• Carrier Type: volume
• Subject Heading: Mechanics, Applied--Mathematics; Neural networks (Computer science); Mechanics, Applied--Mathematics.
• LCC: TA350
• DDC: 620.1
• NDLC: M121
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: M121-D25
• Related Material (DOI): 10.1007/978-3-030-66111-3
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 031232660; http://id.ndl.go.jp/bib/031232660
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: Part I: Machine Learning Technologies for Computational Mechanics.-Chapter 1. Computers and NetworkChapter 2. Feedforward Neural NetworksChapter 3. De...
• Summary, etc.: This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine lear...