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)
設計、建造和維護基礎設施涉及多個維度，涵蓋了一個高度複雜的相互關聯的機會和挑戰範式。傳統方法無法充分考慮到這種複雜性，人工智能（AI）提供了新穎且獨特的解決方案，有效應對我們基礎設施不斷增長的需求。AI與土木工程的融合是一個具有巨大潛力的新興領域。
這本書有望通過促進對土木工程的新思考，以AI作為主要驅動力，提升基礎設施工程的狀態。它強調了採用和利用AI實現當代、智能、安全和有彈性基礎設施的持續努力。該書包含來自全球各地的跨學科和新穎的研究成果。它呈現了創新工作的發現，並輔以物理測試、數值模擬和案例研究，這些都可以作為未來實驗的基準，並促進結構工程、交通工程、建築工程和建築材料領域未來AI模型的發展。
該書將成為各種讀者的指南，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，以及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學院及地球科學學院的終身職教職成員，同時也是AI科學與工程研究所（AIRISE）的成員。Naser博士已合著超過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和可解釋的人工智慧方法，以發現結構工程、火災工程和材料科學領域中隱藏的新知識，以實現功能性、可持續和具有彈性的基礎設施。他是一位註冊專業工程師，並且是多個國際編輯委員會和建築委員會的成員。
