Computational mechanics with deep learning : an introduction

• Material Type: 図書
• ISBN: 9783031118463; 3031118464; 9783031118470 (electronic bk.); 3031118472 (electronic bk.)
• ISSN (series): 1877-7341
• Title: Computational mechanics with deep learning : an introduction
• 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: [2023]
• Publication Date (W3CDTF): 2023
• Extent: xiv, 402 pages
• 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--Data processing; Deep learning (Machine learning); Mechanics, Applied--Data processing.
• LCC: TA350
• DDC: 620.10028563/1
• NDLC: M121
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references and index
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: M121-D59
• Related Material (DOI): 10.1007/978-3-031-11847-0
• 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): 032371607; http://id.ndl.go.jp/bib/032371607
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: 1. Overview2. Mathematical Background for Deep Learning3. Computational Mechanics with Deep Learning...
• Summary, etc.: This book is intended for students, engineers, and researchers interested in both computational mechanics and deep learning. It presents the mathemati...