Leveraging Artificial Intelligence in Engineering, Management, and Safety of Infrastructure
暫譯: 在基礎設施的工程、管理與安全中運用人工智慧

Naser, M. Z.

  • 出版商: CRC
  • 出版日期: 2022-11-17
  • 售價: $6,430
  • 貴賓價: 9.5$6,109
  • 語言: 英文
  • 頁數: 446
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367422107
  • ISBN-13: 9780367422103
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The design, construction, and upkeep of infrastructure is comprised of a multitude of dimensions spanning a highly complex paradigm of interconnected opportunities and challenges. While traditional methods fall short of adequately accounting for such complexity, artificial intelligence (AI) presents novel and out-of-the-box solutions that effectively tackle the growing demands of our infrastructure. The convergence between AI and civil engineering is an emerging frontier with tremendous potential.

The book is likely to provide a boost to the state of infrastructure engineering by fostering a new look at civil engineering that capitalizes on AI as its main driver. It highlights the ongoing push to adopt and leverage AI to realize contemporary, intelligent, safe, and resilient infrastructure. The book comprises interdisciplinary and novel works from across the globe. It presents findings from innovative efforts supplemented with physical tests, numerical simulations, and case studies - all of which can be used as benchmarks to carry out future experiments and/or facilitate the development of future AI models in structural engineering, traffic engineering, construction engineering, and construction materials.

The book will serve as a guide for a wide range of audiences, including senior undergraduate and graduate students, professionals, and government officials of civil, traffic, and computer engineering backgrounds, as well as for those engaged in urban planning and human sciences.

商品描述(中文翻譯)

基礎設施的設計、建造和維護包含了多個維度,跨越了一個高度複雜的相互連結的機會與挑戰範疇。雖然傳統方法無法充分考慮這種複雜性,但人工智慧(AI)提供了新穎且創新的解決方案,有效應對我們基礎設施日益增長的需求。AI與土木工程的融合是一個新興的前沿領域,具有巨大的潛力。

本書可能會通過促進對土木工程的新視角,提升基礎設施工程的狀態,並將AI作為主要驅動力。它強調了持續推動採用和利用AI,以實現當代智能、安全和韌性基礎設施的努力。本書包含來自全球的跨學科和新穎的研究成果,展示了創新努力的發現,並輔以實體測試、數值模擬和案例研究——這些都可以作為未來實驗的基準,或促進未來在結構工程、交通工程、建築工程和建材領域的AI模型開發。

本書將作為廣泛受眾的指南,包括高年級本科生和研究生、專業人士以及土木、交通和計算機工程背景的政府官員,還有從事城市規劃和人文科學的人士。

作者簡介

M.Z. Naser is a tenure-track faculty member at the School of Civil and Environmental Engineering & Earth Sciences, a member of the AI Research Institute for Science and Engineering (AIRISE) at Clemson University, USA. Dr. Naser has co-authored over 100 publications and has 10 years of experience in structural engineering and AI. His research interest spans causal & explainable AI methodologies to discover new knowledge hidden within the domains of structural & fire engineering and materials science to realize functional, sustainable, and resilient infrastructure. He is a registered professional engineer and a member of various international editorial boards and building committees.

作者簡介(中文翻譯)

M.Z. Naser 是美國克萊姆森大學土木與環境工程及地球科學學院的終身教職成員,也是人工智慧科學與工程研究所 (AI Research Institute for Science and Engineering, AIRISE) 的成員。Naser 博士已共同發表超過 100 篇論文,並在結構工程和人工智慧領域擁有 10 年的經驗。他的研究興趣涵蓋因果與可解釋的人工智慧方法,旨在發掘結構工程、消防工程及材料科學領域中隱藏的新知識,以實現功能性、可持續性和韌性的基礎設施。他是一名註冊專業工程師,並且是多個國際編輯委員會和建築委員會的成員。