Machine Learning in Pure Mathematics and Theoretical Physics
暫譯: 純數學與理論物理中的機器學習

Yang-Hui He

  • 出版商: World Scientific Pub
  • 出版日期: 2023-07-13
  • 售價: $5,310
  • 貴賓價: 9.5$5,045
  • 語言: 英文
  • 頁數: 420
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1800613695
  • ISBN-13: 9781800613690
  • 相關分類: Machine Learning物理學 Physics
  • 海外代購書籍(需單獨結帳)

商品描述

The terms 'machine learning', 'pure mathematics and theoretical physics' may first appear to be topics in two very different categories in mathematics and computer science, yet in the past five years, we have seen many articles published that combined machine learning techniques in the search for patterns using big data. The aim of this book, a first of its kind, is to collect research and survey articles from many experts in this emerging collaboration between theoretical mathematicians and computer scientists on topics ranging from combinatorics to number theory, to geometry, to quantum field theory and string theory.This book is put together with PhD students in mind as well as seasoned researchers, as a reference book for collection of publications that cross between mathematics and computer science.

商品描述(中文翻譯)

「機器學習」和「純數學及理論物理」這些術語乍看之下似乎屬於數學和計算機科學中兩個截然不同的類別,然而在過去五年中,我們看到許多文章發表了結合機器學習技術以利用大數據尋找模式的研究。本書是同類書籍中的首創,旨在收集來自許多專家的研究和調查文章,這些專家在理論數學家與計算機科學家之間的這一新興合作中,探討的主題範圍從組合數學到數論,再到幾何學、量子場論和弦論。本書的編寫考慮到了博士生以及資深研究人員,作為一本跨越數學和計算機科學的出版物參考書。

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