AI for Physics

Knecht, Volker

  • 出版商: CRC
  • 出版日期: 2022-08-29
  • 售價: $5,540
  • 貴賓價: 9.5$5,263
  • 語言: 英文
  • 頁數: 129
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032156554
  • ISBN-13: 9781032156552
  • 相關分類: 人工智慧物理學 Physics
  • 海外代購書籍(需單獨結帳)


Written in accessible language without mathematical formulas, this short book provides an overview of the wide and varied applications of artificial intelligence (AI) across the spectrum of physical sciences. Focusing in particular on AI's ability to extract patterns from data, known as machine learning (ML), the book includes a chapter on important machine learning algorithms and their respective applications in physics. It then explores the use of ML across a number of important sub-fields in more detail, ranging from particle, molecular and condensed matter physics, to astrophysics, cosmology and the theory of everything. The book covers such applications as the search for new particles and the detection of gravitational waves from the merging of black holes, and concludes by discussing what the future may hold.




Volker Knecht, Germany, Editor at International Journal of Molecular Sciences, Science Writer as Freelancer. Diploma in Physics at University of Kaiserslautern, PhD in Theoretical Physics at University of Göttingen, PhD project at MPI Göttingen, postdoc at University of Groningen, group leader and PI at MPI Potsdam and University of Freiburg. Research at the interface between physics, chemistry, biology, and computer science for 17 years.


Volker Knecht,德國人,是《國際分子科學期刊》的編輯,也是自由撰稿人的科學作家。他在凱撒斯勞滕大學獲得物理學學士學位,在哥廷根大學獲得理論物理學博士學位,並在哥廷根的MPI進行博士後研究,之後在格羅寧根大學擔任博士後研究員,並在波茨坦的MPI和弗賴堡大學擔任研究小組組長和PI。他在物理學、化學、生物學和計算機科學的交叉領域進行研究已有17年。