Artificial Intelligence and Intelligent Matter: Nanoscience, Soft Matter, Philosophy
暫譯: 人工智慧與智慧物質:納米科學、軟物質、哲學
Te Vrugt, Michael
- 出版商: Springer
- 出版日期: 2026-01-14
- 售價: $2,620
- 貴賓價: 9.5 折 $2,489
- 語言: 英文
- 頁數: 509
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032041287
- ISBN-13: 9783032041289
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
This open access book provides an introduction to the role that Artificial Intelligence (AI) plays in the study of nanosystems--ranging from soft and active materials to optics and quantum condensed matter. This role is twofold: On the one hand, Artificial Intelligence finds many applications in this field and enables researchers to solve problems that were not (easily) solvable before. Very notable examples are the use of machine learning to obtain energy functionals in density functional theory or the design of novel materials. On the other hand, researchers nowadays try to make the nanosystems themselves intelligent. This idea, sometimes referred to as "intelligent matter," can be realized in a plethora of ways including intelligent microswimmers, optical neuromorphic computing, and machine learning using quantum systems.
The book consists of four parts. The first one provides a brief introduction to AI, while the second and third ones introduce applications of AI to nanosystems and implementations of AI in nanosystems, respectively. Here, a broad spectrum of physical systems is covered, ranging from quantum, magnetic, and optical systems to soft and active matter. Finally, the fourth part provides some philosophical perspectives.
商品描述(中文翻譯)
這本開放存取的書籍介紹了人工智慧(Artificial Intelligence, AI)在納米系統研究中的角色,涵蓋從軟材料和主動材料到光學和量子凝聚物質等領域。這個角色有兩個方面:一方面,人工智慧在這個領域有許多應用,使研究人員能夠解決以前不容易解決的問題。非常顯著的例子包括使用機器學習來獲取密度泛函理論中的能量泛函或設計新材料。另一方面,當今的研究人員試圖使納米系統本身變得智能。這個想法有時被稱為「智能物質」,可以通過多種方式實現,包括智能微游泳者、光學神經形態計算以及使用量子系統的機器學習。
這本書由四個部分組成。第一部分簡要介紹了人工智慧,第二和第三部分分別介紹了人工智慧在納米系統中的應用和實現。在這裡,涵蓋了廣泛的物理系統,從量子、磁性和光學系統到軟材料和主動材料。最後,第四部分提供了一些哲學觀點。
作者簡介
Michael te Vrugt is assistant professor of physics at the Johannes Gutenberg University Mainz in Germany. Previously, he completed PhDs in theoretical physics and philosophy of science, both at the University of Münster in Germany, and worked as a postdoctoral researcher at the University of Cambridge in UK. His main fields of research are nonequilibrium statistical mechanics, theory of soft condensed matter, and philosophy of physics. He is the author of more than 35 scientific articles and has received several awards for his work, including the Infineon PhD Award and the CRC 1459's Young Researcher Award for Intelligent Matter.
作者簡介(中文翻譯)
邁克爾·特·弗魯赫特(Michael te Vrugt)是德國美因茨約翰·古騰堡大學的物理學助理教授。之前,他在德國明斯特大學完成了理論物理學和科學哲學的博士學位,並在英國劍橋大學擔任博士後研究員。他的主要研究領域包括非平衡統計力學、軟凝聚物理理論以及物理哲學。他已發表超過35篇科學文章,並因其工作獲得多項獎項,包括英飛凌博士獎和CRC 1459的智能物質青年研究者獎。