Molecular Networking: Statistical Mechanics in the Age of AI and Machine Learning
暫譯: 分子網絡:AI與機器學習時代的統計力學

Desgranges, Caroline, Delhommelle, Jerome

  • 出版商: CRC
  • 出版日期: 2025-05-05
  • 售價: $2,400
  • 貴賓價: 9.5$2,280
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032670819
  • ISBN-13: 9781032670812
  • 相關分類: 人工智慧Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book builds on an analogy between social groups and assemblies of molecules to introduce the concepts of statistical mechanics, machine learning and data science. Applications to systems at the cutting-edge of research e.g. environmental and energy applications, will be used.

商品描述(中文翻譯)

本書以社會群體與分子集合之間的類比為基礎,介紹統計力學、機器學習和數據科學的概念。將應用於前沿研究的系統,例如環境和能源應用。

作者簡介

Dr. Caroline Desgranges received a DEA in Physics in 2005 from the University Paul Sabatier-Toulouse III (France) and a PhD in Chemical Engineering from the University of South Carolina (USA) in 2008. She is currently a Research Assistant Professor in Physics & Applied Physics at the University of Massachusetts Lowell.

Dr. Jerome Delhommelle did his undergraduate studies at the Ecole Normale Superieure Paris-Saclay and received his PhD in Chemistry from the University of Paris-Saclay (France) in 2000. He is currently an Associate Professor in Chemistry at the University of Massachusetts Lowell.

作者簡介(中文翻譯)

卡羅琳·德斯格朗日博士於2005年在法國保羅·薩巴捷-圖盧茲三世大學獲得物理學DEA學位,並於2008年在美國南卡羅來納大學獲得化學工程博士學位。她目前是馬薩諸塞州洛威爾大學物理與應用物理的研究助理教授。

杰羅姆·德洛梅爾博士在巴黎-薩克雷高等師範學院完成本科學業,並於2000年在法國巴黎-薩克雷大學獲得化學博士學位。他目前是馬薩諸塞州洛威爾大學的化學副教授。