Artificial Intelligence for Resilient Infrastructure and Sustainable Engineering Materials: Proceedings of Airise 2025
暫譯: 韌性基礎設施與可持續工程材料的人工智慧：2025年Airise會議論文集

Sanjay Kumar Shukla is a world-renowned expert in Civil (Geotechnical) Engineering. He serves as the Founding Editor-in-Chief of International Journal of Geosynthetics and Ground Engineering and is the Founding Geotechnical and Geoenvironmental Engineering Research Group Leader at Edith Cowan University, Perth, Australia. His eminence extends to his Distinguished Professorship of Civil Engineering at ten renowned universities across India and the USA, including Delhi Technological University, Delhi, Indian Institute of Technology Madras, Chennai, and Southern Illinois University, Carbondale. He is a registered Chartered Professional Engineer in Civil and Geotechnical Engineering with Engineers Australia, holds the designation of Asia Pacific Economic Cooperation (APEC) Engineer in Civil Engineering, and is recognized as an International Professional Engineer in Civil Engineering by the International Engineering Association. Shukla serves on the editorial boards of several international journals. He is a distinguished fellow of American Society of Civil Engineers and Engineers Australia, a life fellow of Institution of Engineers (India) and Indian Geotechnical Society, and a member of several other professional organisations. With an extensive career spanning over 28 years, he has excelled in teaching, research, consultancy, administration, and professional engagement. Renowned for his prolific contributions, Shukla has authored over 320 technical articles, including more than 210 scholarly journal publications. An accomplished author/editor of 27 books, encompassing 7 textbooks and 25 book chapters, his impact extends across academia and industry. Shukla's generalised analytical expressions for seismic active thrust (2013) and passive resistance (2015) are integral to global engineering practices for retaining structures. Additionally, his wraparound reinforcement technique, developed during 2007-2008, stands as a recognized sustainable ground improvement method. Further solidifying his influence, Shukla's seven research mantras, unveiled in 2022, are shaping a sustainable research ethos worldwide. Shukla is among the world's top 2% of scientists as per Elsevier's October 2023 announcement. Recognized with prestigious accolades, such as the 2021 ECU Aspire Award from Business Events Perth, Australia, and the most prestigious 2018 IGS Award from the International Geosynthetics Society (IGS) in the USA, he is lauded for his outstanding contributions to development and use of geosynthetics.

Bhavna Tripathi has a rich and versatile experience of over 24 years in industry, teaching, consultancy, and research. She works on circular economy in the construction industry, sustainable construction materials, concrete durability, construction and demolition waste, biochar binder, calcined clay binders, and road safety. Tripathi is serving as a Professor of Civil Engineering and Director of the School of Civil, Biotechnology and Chemical Engineering at Manipal University Jaipur, India. She shifted to academics after gaining industrial exposure for nearly ten years while working as Deputy General Manager at the Consulting Group of Engineers Ltd., Jaipur, India and as a freelance consultant for consultancy projects in the area of geotechnical investigations, concrete mix designs, road traffic management, and road safety. With over fourteen years of teaching and research experience, she has accomplished administrative responsibilities in different capacities as Head of Department, Deputy Director (Academics), and Coordinator, B. Tech first year. Tripathi is actively contributing to professional societies, state, and national committees. She is a member of the subcommittee on Campus Facilities and Accommodation Services, SSD 04:3, Bureau of Indian Standards; Treasurer, Indian Concrete Institute - Rajasthan State Centre (ICI-RSC); and member of the Road Safety Committee constituted by the Commissioner of Police Jaipur. Formerly, she served as Treasurer ICI-JAIC from December 2018 to October 2021; Executive Committee member ICI-RSC from July 2015 to December 2018; and member of Road Safety Forum, Transport Department Jaipur from 2008 to 2010. She has also served as a member of the Women Cell at MNIT Jaipur and Vivekananda Institute of Technology - East, Jaipur. She is a life member of the Indian Roads Congress, Indian Concrete Institute, and a Fellow member of the Institution of Engineers, India. As a researcher, she has completed many funded research projects in the area of the durability of concrete containing fine recycled concrete aggregates, artificial fine aggregates, and metallurgical slag as aggregate in concrete. Her innovative work on preparing artificial fine aggregates using waste marble powder and jarosite has been conferred with two patents, one by IP India and another by IP Australia and one design certificate by IP India. Additionally, she has developed a novel concrete mixing method for the effective use of fine recycled concrete aggregates, which is under examination by IP India. She has research collaborations with renowned international universities such as Czech Technical University in Prague, Lund University in Sweden, and KU Leuven in Belgium. She has many publications, both in SCI/SCOPUS indexed journals and international conferences and has edited proceedings of several international conferences. Additionally, she has established Rajasthan's first Technology Development & Training Centre at Manipal University Jaipur, funded by DST Rajasthan. She has been awarded "Outstanding Concrete Technologist -2022' by the Indian Concrete Institute.

M Z Naser is a professional engineer and an assistant professor at the School of Civil and Environmental Engineering and Earth Sciences at Clemson University and a faculty member of the AI Research Institute for Science and Engineering (AIRISE). Naser serves as the current chair of the American Society of Civil Engineers (ASCE) Advances in Information Technology (AIT) committee and a voting member of various national and international engineering institutions. Naser's research creates causal and explainable machine learning methodologies to help us realize functional, sustainable, and resilient infrastructure. He has co-authored over 140 peer-reviewed publications, including a new textbook on machine learning and civil engineering, titled "Machine Learning for Civil and Environmental Engineers: A Practical Approach to Data-Driven Analysis, Explainability, and Causality" by Wiley. He is listed in the company with the world's most impactful researchers by Elsevier and Stanford University, ranking among the world's top 2% of scientists for two consecutive years (2022-2023).

Sourav Kumar Das is working as an Assistant Professor in the Department of Civil Engineering of Manipal University Jaipur, India. He has 10 years of experience in teaching and research work. His research area is primarily focused on valorisation of construction and demolition waste, geopolymers and bio-inspired concrete. From his research work integrating Artificial Intelligence in civil construction work for prediction modelling of mechanical behaviour of concrete using C&D waste has resulted in one Indian Patent application and granted one Indian Copyright. He has coauthored several publications in different reputed peer-reviewed journals and international conferences. He is also a reviewer of high-quality journals published by Springer, Elsevier, Wiley, etc. As a professional he is a member of several professional bodies including ASCE, Institute of Engineers (India) and Indian Concrete Institute (ICI). Along with it he is also the executive committee members of ICI-Rajasthan Chapter for 2024-2026. Till date he has trained over 50 practicing engineers in structural design, concrete mix design and estimation, costing and valuation of civil structures.

Sanjay Kumar Shukla 是土木（岩土）工程領域的世界知名專家。他擔任《國際土工合成材料與基礎工程期刊》的創始主編，並且是澳大利亞珀斯的艾迪斯科文大學創始岩土與地環境工程研究小組的負責人。他的卓越成就使他在印度和美國的十所著名大學中擔任土木工程的特聘教授，包括德里科技大學、印度理工學院馬德拉斯分校和南伊利諾伊大學卡本代爾分校。他是澳大利亞工程師協會註冊的土木與岩土工程特許專業工程師，並持有亞太經合組織（APEC）土木工程師的稱號，還被國際工程協會認可為國際土木工程專業工程師。Shukla 參與多個國際期刊的編輯委員會。他是美國土木工程師學會和澳大利亞工程師協會的傑出會員，印度工程師協會和印度岩土工程學會的終身會員，並且是其他多個專業組織的成員。擁有超過28年的豐富職業生涯，他在教學、研究、顧問、行政和專業參與方面表現卓越。Shukla 以其豐富的貢獻而聞名，已發表超過320篇技術文章，其中包括210篇以上的學術期刊出版物。他是27本書籍的成功作者/編輯，包括7本教科書和25個書章，他的影響力遍及學術界和工業界。Shukla 在2013年提出的地震主動推力的通用分析表達式和2015年的被動抵抗，已成為全球工程實踐中保護結構的重要組成部分。此外，他在2007年至2008年間開發的包裹加固技術被認可為一種可持續的地基改善方法。進一步鞏固他的影響力，Shukla 在2022年提出的七個研究信條正在全球塑造可持續的研究精神。根據愛思唯爾在2023年10月的公告，Shukla 是全球前2%的科學家之一。他獲得了多項榮譽，包括2021年來自澳大利亞珀斯商業活動的 ECU Aspire 獎，以及2018年來自美國國際土工合成材料學會（IGS）的最具聲望的 IGS 獎，因其在土工合成材料的發展和使用方面的卓越貢獻而受到讚譽。

Bhavna Tripathi 擁有超過24年的豐富多元經驗，涵蓋工業、教學、顧問和研究。她專注於建築行業的循環經濟、可持續建材、混凝土耐久性、建築和拆除廢料、生物炭粘合劑、煅燒粘土粘合劑和道路安全。Tripathi 擔任印度賈浦爾的馬尼帕爾大學土木工程教授及土木、生物技術和化學工程學院院長。在擔任賈浦爾工程顧問集團有限公司副總經理近十年後，她轉向學術界。她的工業經驗包括在岩土調查、混凝土配合比設計、道路交通管理和道路安全等顧問項目中擔任自由顧問。擁有超過十四年的教學和研究經驗，她在不同職位上完成了行政責任，包括系主任、學術副主任和B. Tech一年級協調員。Tripathi 積極參與專業社團及州和國家委員會。她是印度標準局 SSD 04:3 校園設施和住宿服務小組的成員；印度混凝土學會拉賈斯坦州中心（ICI-RSC）的財務主管；以及賈浦爾警察局長成立的道路安全委員會的成員。她曾於2018年12月至2021年10月擔任 ICI-JAIC 財務主管；2015年7月至2018年12月擔任 ICI-RSC 執行委員會成員；以及2008年至2010年擔任賈浦爾交通部道路安全論壇成員。她還曾擔任 MNIT 賈浦爾和賈浦爾維韋卡南達技術學院的婦女小組成員。她是印度道路會議、印度混凝土學會的終身會員，並且是印度工程師協會的院士。作為研究人員，她完成了多個資助的研究項目，專注於含有細再生混凝土骨料、人工細骨料和冶金爐渣的混凝土耐久性。她在使用廢大理石粉和黃鐵礦製作人工細骨料方面的創新工作已獲得兩項專利，一項由印度知識產權局授予，另一項由澳大利亞知識產權局授予，並獲得一項設計證書。此外，她還開發了一種新型混凝土混合方法，以有效利用細再生混凝土骨料，該方法正在印度知識產權局審查中。她與捷克技術大學、瑞典隆德大學和比利時魯汀大學等知名國際大學有研究合作。她在 SCI/SCOPUS 索引期刊和國際會議上發表了多篇論文，並編輯了多個國際會議的會議紀要。此外，她在馬尼帕爾大學賈浦爾建立了拉賈斯坦州首個技術發展與培訓中心，該中心由拉賈斯坦州科技部資助。她獲得了印度混凝土學會頒發的「2022年傑出混凝土技術專家」獎。

M Z Naser 是一名專業工程師，並擔任克萊姆森大學土木與環境工程及地球科學學院的助理教授，以及科學與工程人工智慧研究所（AIRISE）的教職員。Naser 現在擔任美國土木工程師學會（ASCE）信息技術進步（AIT）委員會的主席，並且是多個國家和國際工程機構的投票成員。Naser 的研究創造了因果和可解釋的機器學習方法，幫助我們實現功能性、可持續和韌性的基礎設施。他共同撰寫了140多篇經過同行評審的出版物，包括一本名為《土木與環境工程的機器學習：數據驅動分析、可解釋性和因果關係的實用方法》的新教科書，由 Wiley 出版。他被愛思唯爾和史丹佛大學列為全球最具影響力的研究人員之一，連續兩年（2022-2023）排名全球前2%的科學家。

Sourav Kumar Das 擔任印度賈浦爾的馬尼帕爾大學土木工程系助理教授。他擁有10年的教學和研究經驗。他的研究領域主要集中在建築和拆除廢料的增值、地聚合物和生物啟發的混凝土。通過將人工智慧整合到土木建設工作中，他的研究工作對混凝土的機械行為進行預測建模，使用建築和拆除廢料，已導致一項印度專利申請和一項印度版權的授予。他在多個知名的同行評審期刊和國際會議上共同發表了多篇論文。他也是由 Springer、Elsevier、Wiley 等出版的高品質期刊的審稿人。作為專業人士，他是多個專業機構的成員，包括 ASCE、印度工程師協會和印度混凝土學會（ICI）。此外，他還是 ICI 拉賈斯坦分會2024-2026年的執行委員會成員。至今，他已培訓超過50名從事結構設計、混凝土配合比設計及土木結構的估算和評價的工程師。