Deep learning and physics

• Material Type: 図書
• ISBN: 9789813361072; 9789813361089 electronic book; 9813361085 electronic book; 9813361077
• ISSN (series): 0921-3767
• Title: Deep learning and physics
• Author/Editor: Akinori Tanaka, Akio Tomiya, Koji Hashimoto
• Series Title: Mathematical physics studies
• Title Heading: Mathematical physics studies
• Author Heading: 田中, 章詞 タナカ, アキノリ ( 001326426 )Authorities; 富谷, 昭夫 トミヤ, アキオ ( 001326427 )Authorities; 橋本, 幸士 ハシモト, コウジ ( 01068208 )Authorities
• Publication, Distribution, etc.: Singapore : Springer (出版)
• Publication Date: [2021]
• Publication Date (W3CDTF): 2021
• Extent: xiii, 207 pages
• Size: 25 cm
• Place of Publication (Country Code): SG
• Text Language Code: eng
• Content Type: text
• Media Type: unmediated
• Carrier Type: volume
• Subject Heading: Physics--Data processing; Machine learning; Machine learning.; Physics--Data processing.
• LCC: QC52
• DDC: 530.0285
• NDLC: MC21
• 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.: MC21-D2
• Related Material (DOI): 10.1007/978-981-33-6108-9
• 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): 031232719; http://id.ndl.go.jp/bib/031232719
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: Forewords: Machine learning and physicsPart I Physical view of deep learning. Introduction to machine learning ; Basics of neural networks ; Advanced ...
• Summary, etc.: What is deep learning for those who study physics? Is it completely different from physics? Or is it similar? In recent years, machine learning, inclu...