Artificial Intelligence in Heat Transfer: Advances in Numerical Heat Transfer Volume VI
暫譯: 熱傳導中的人工智慧:數值熱傳導進展第六卷
Abraham, J. P., Gorman, J. M.
- 出版商: CRC
- 出版日期: 2026-08-27
- 售價: $2,720
- 貴賓價: 9.5 折 $2,584
- 語言: 英文
- 頁數: 248
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032688114
- ISBN-13: 9781032688114
-
相關分類:
Machine Learning
尚未上市,無法訂購
商品描述
This book shows how AI tools and techniques, such as artificial neural networks, machine learning algorithms, genetic algorithms, etc., provide practical benefits specific to thermal sciences. It presents case studies involving heat and mass transfer, multi-objective optimization, conjugate heat transfer, and more.
商品描述(中文翻譯)
本書展示了人工智慧工具和技術,例如人工神經網絡、機器學習算法、遺傳算法等,如何為熱科學提供具體的實際利益。它呈現了涉及熱量和質量傳遞、多目標優化、共軛熱傳遞等的案例研究。
作者簡介
J.P. Abraham is a professor of thermal sciences at the University of St. Thomas School of Engineering, Minnesota, and the current editor-in-chief of Numerical Heat Transfer. His area of research includes thermodynamics, heat transfer, fluid flow, numerical simulation, and energy. After gaining his doctorate at the University of Minnesota in 2002, he joined St. Thomas as an adjunct instructor, later becoming a full-time faculty member. He has produced over 400 publications, books, book chapters, conference presentations, and patents in areas including biological heat transfer and fluid flow, biomedical device design, energy, burn injuries, climate change, fundamental heat transfer and fluid mechanics, and manufacturing processes.
J.M. Gorman is currently an independent consultant in the mechanical engineering field. In addition to teaching as an adjunct professor, he is also a part of several startup companies ranging from biomedical, automotive, and novel heat recovery systems. After receiving his doctorate at the University of Minnesota in 2014, he was a research associate at the University of Minnesota until 2020. His research encompasses all facets of mechanical engineering, and his teaching is focused on modeling and numerical simulation in the thermal sciences. He has published over 60 papers in archival journals, along with five book chapters. He has also been a serial editor of Advances in Heat Transfer and the Advances in Numerical Heat Transfer book series.
作者簡介(中文翻譯)
J.P. Abraham 是明尼蘇達州聖托馬斯大學工程學院的熱科學教授,目前擔任《數值熱傳遞》的主編。他的研究領域包括熱力學、熱傳遞、流體流動、數值模擬和能源。2002年在明尼蘇達大學獲得博士學位後,他以兼任講師身份加入聖托馬斯大學,後來成為全職教職員。他在生物熱傳遞和流體流動、生醫設備設計、能源、燒傷、氣候變遷、基本熱傳遞和流體力學以及製造過程等領域發表了超過400篇出版物、書籍、書章、會議報告和專利。
J.M. Gorman 目前是一名機械工程領域的獨立顧問。除了擔任兼任教授外,他還參與了幾家初創公司,這些公司涵蓋生醫、汽車和新型熱回收系統等領域。2014年在明尼蘇達大學獲得博士學位後,他在明尼蘇達大學擔任研究助理,直到2020年。他的研究涵蓋機械工程的各個方面,教學重點則放在熱科學中的建模和數值模擬上。他在學術期刊上發表了超過60篇論文,並撰寫了五章書籍。他還曾擔任《熱傳遞進展》和《數值熱傳遞進展》書系的系列編輯。