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.
商品描述
Artificial Intelligence in Heat Transfer 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, nano-fluids, thermal radiation, heat transfer through porous media (metal foam), and more.
Drawing on the collective expertise of leading researchers and experts in multiple fields, the book provides an in-depth understanding of the possibilities that emerge when these tools are applied to problems related to thermal sciences. Artificial Intelligence (AI) is an ever-evolving discipline that has created new and groundbreaking opportunities to advance the mechanical engineering field, particularly in the area of numerical heat transfer. This volume of Advances in Numerical Heat Transfer explores various ways AI is used in heat transfer to solve engineering problems.
This book will serve as an important resource for upper-level undergraduate students, researchers, engineers, and professionals, equipping them with the knowledge and inspiration to push the boundaries of the thermal sciences through AI-driven tools and techniques.
商品描述(中文翻譯)
《熱傳遞中的人工智慧》展示了人工智慧工具和技術（如人工神經網絡、機器學習算法、遺傳算法等）在熱科學中所帶來的實際好處。書中呈現了涉及熱與質量傳遞、多目標優化、共軛熱傳遞、奈米流體、熱輻射、通過多孔介質（如金屬泡沫）的熱傳遞等案例研究。
本書匯集了多個領域的領先研究人員和專家的集體專業知識，深入理解當這些工具應用於熱科學相關問題時所出現的可能性。人工智慧（AI）是一個不斷演變的學科，為推進機械工程領域，特別是在數值熱傳遞方面，創造了新的突破性機會。本書《數值熱傳遞的進展》探討了人工智慧在熱傳遞中解決工程問題的各種應用方式。
本書將成為高年級本科生、研究人員、工程師和專業人士的重要資源，為他們提供知識和靈感，通過人工智慧驅動的工具和技術推動熱科學的邊界。
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篇的出版物、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。
