Design Optimization Using Artificial Intelligence
暫譯: 使用人工智慧的設計優化

本書是了解人工智慧（AI）在各個領域優化設計流程中所扮演的變革性角色的重要資源。它探討了基礎概念、進階方法論以及實際應用，提供了一個全面的指南，幫助讀者利用人工智慧來實現創新的設計解決方案。

Satya Ranjan Mishra is currently working as a Professor in the Department of Mathematics at Siksha O Anusandhan Deemed to be University. He has 19 years of teaching experience at both the postgraduate and undergraduate levels. He has completed his doctoral studies at Siksha O Anusandhan in 2013 and has been actively engaged in research since then. His areas of interest include Heat Transfer, Magnetohydrodynamics, Porous Media, etc., within the broader field of Fluid Dynamics. He has published nearly 250 papers in international journals of repute, which are either SCI or Scopus indexed and can be found in various databases such as Scopus, ResearchGate, Google Scholar, etc. Due to the significant citation of his work, he was recognized as one of the Top 2% World Scientists by Stanford University, USA, for four consecutive years (2020-2023). He has also guided 13 research scholars, with six more students currently working under his guidance. Dr. Mishra has delivered several lectures at various conferences and faculty development programs, including one organized by Rajasthan Technical University, Rajasthan, in 2019 on the topic "Introduction to MATLAB," an FDP organized by Poornima Group of Institutions, Rajasthan, on the topic "Numerical Solutions using the Scientific Tool MAPLE" in 2020 (online), and a Summer Instructional School organized by NIT Arunachal Pradesh in 2020 on the topic "Linear Algebra." He is the series editor for a book series at Springer Nature and has also edited a book under it in the year 2020. He is also an editor/associate editor for several reputed international journals. Dr. Mishra has authored a book titled Learning Numerical Methods using MATLAB and is expected to be released soon.

Apul Narayan Dev is currently working as an Professor, Department of Mathematics, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar. He has 14 years of teaching experience at both the postgraduate and undergraduate levels. He has completed his MPhil and PhD from Gauhati University in 2011 and 2016, respectively. His areas of interest include the basic study of theoretical plasmas, degenerate and non-degenerate plasmas, mathematical methods, and fluid flow, with a broad focus on plasmas and fluid dynamics. He has published nearly 48 papers in reputable international journals, all of which are either SCI or Scopus indexed, and can be accessed through databases like Scopus, ResearchGate, Google Scholar, etc. He also published a book titled Shock Wave Phenomena in Dusty Plasma which is available on Amazon. Dr. Dev has guided one research scholar, with four more students working under his guidance. Additionally, he has organized Three international conferences (AMSE-2019, AMSE-2022, AMSE-2024) and two international webinars (Maple-2020, Mathematica-2020), and edited a Scopus-indexed conference proceeding published by a reputed publisher in 2022 as the leading editor.

Alok Kumar Pandey is an Assistant Professor in the Department of Mathematics at Graphic Era (Deemed to be University), Dehradun, Uttarakhand, India. He obtained his PhD from Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India. His research area is Computational Fluid Dynamics. He has published over 60 research articles in international journals and was included in the World's Top 2% Scientists 2023 list by Stanford University. In 2018, he was awarded the Publons Peer Review Award. He is a certified reviewer for more than 100 international journals and currently serves as an editor for Open Physics and Journal of Engineering Researcher and Lecturer, associate editor for the Journal of Advanced Research in Numerical Heat Transfer and Journal of Advanced Research in Micro and Nano Engineering, and a member of the editorial board for journals like Teknomekanik and SCIREA Journal of Mathematics. His scientific metrics, according to Google Scholar, show an h-index of 30, 2,126 citations, and an i10-index of 43.

Mukesh Kumar Awasthi completed his PhD, and his thesis is titled "Viscous Correction for the Potential Flow Analysis of Capillary and Kelvin-Helmholtz Instability." He is currently an Assistant Professor in the Department of Mathematics at Babasaheb Bhimrao Ambedkar University, Lucknow. Dr. Awasthi specializes in the mathematical modeling of flow problems. He has taught courses in Fluid Mechanics, Discrete Mathematics, Partial Differential Equations, Abstract Algebra, Mathematical Methods, and Measure Theory to postgraduate students. He has extensive knowledge of mathematical modeling in fluid dynamics and can solve flow problems analytically and numerically. His areas of expertise include viscous potential flow, electro-hydrodynamics, magneto-hydrodynamics, heat, and mass transfer. Dr. Awasthi has excellent communication skills and leadership qualities and is self-motivated, responding to suggestions in a constructive manner. He qualified the National Eligibility Test (NET) conducted by the Council of Scientific and Industrial Research (CSIR) in 2008, earning a Junior Research Fellowship (JRF) and Senior Research Fellowship (SRF). He has published over 125 research publications, including journal articles, books, book chapters, and conference papers, in national and international journals and conferences. He has also published 10 books and is a series editor for Artificial Intelligence and Machine Learning for Intelligent Engineering Systems, published by CRC Press (Taylor & Francis, USA). He has attended numerous symposia, workshops, and conferences in mathematics and fluid mechanics. Dr. Awasthi received "Research Awards" consecutively from 2013 to 2016 from the University of Petroleum and Energy Studies, Dehradun, India, and has also received a start-up research fund from the UGC, New Delhi, for his project titled "Nonlinear Study of the Interface in Multilayer Fluid Systems." He has been recognized as one of the top 2% influential researchers globally by Stanford University for 2022 and 2023. His ORCID is 0000-0002-6706-5226, and his Google Scholar and ResearchGate profiles can be accessed at Google Scholar and ResearchGate, respectively.

Satya Ranjan Mishra目前在Siksha O Anusandhan被認可大學的數學系擔任教授。他擁有19年的研究所及大學教學經驗。他於2013年在Siksha O Anusandhan完成博士學位，並自那時起積極從事研究。他的研究興趣包括熱傳遞、磁流體力學、多孔介質等，屬於流體力學的廣泛領域。他在國際知名期刊上發表了近250篇論文，這些論文均為SCI或Scopus索引，並可在Scopus、ResearchGate、Google Scholar等各大數據庫中找到。由於其研究成果被大量引用，他在2020年至2023年連續四年被美國史丹佛大學認定為全球前2%的科學家。他還指導了13名研究學者，目前有六名學生在他的指導下進行研究。Mishra博士在各種會議和教師發展計劃中發表了多次演講，包括2019年在拉賈斯坦技術大學舉辦的「MATLAB入門」主題講座、2020年在拉賈斯坦的Poornima Group of Institutions舉辦的「使用科學工具MAPLE的數值解法」在線研討會，以及2020年在阿魯納恰爾邦國立技術學院舉辦的「線性代數」暑期教學學校。他是Springer Nature書系的系列編輯，並於2020年編輯了一本書。他還是多本知名國際期刊的編輯/副編輯。Mishra博士著有一本名為《使用MATLAB學習數值方法》的書，預計將很快發行。

Apul Narayan Dev目前在Siksha 'O' Anusandhan被認可大學的數學系擔任教授。他擁有14年的研究所及大學教學經驗。他於2011年和2016年分別在高哈提大學獲得MPhil和PhD學位。他的研究興趣包括理論等離子體的基本研究、退化和非退化等離子體、數學方法和流體流動，廣泛關注等離子體和流體力學。他在國際知名期刊上發表了近48篇論文，所有論文均為SCI或Scopus索引，並可通過Scopus、ResearchGate、Google Scholar等數據庫訪問。他還出版了一本名為《塵埃等離子體中的衝擊波現象》的書，該書可在亞馬遜上購買。Dev博士指導了一名研究學者，並有四名學生在他的指導下進行研究。此外，他組織了三場國際會議（AMSE-2019、AMSE-2022、AMSE-2024）和兩場國際網絡研討會（Maple-2020、Mathematica-2020），並作為主編編輯了一本於2022年由知名出版商出版的Scopus索引會議論文集。

Alok Kumar Pandey是印度烏塔拉坎德德哈拉敦Graphic Era（被認可大學）數學系的助理教授。他在印度烏塔拉坎德的Govind Ballabh Pant農業與技術大學獲得博士學位。他的研究領域是計算流體力學。他在國際期刊上發表了超過60篇研究文章，並被史丹佛大學列入2023年全球前2%科學家名單。2018年，他獲得了Publons同行評審獎。他是超過100本國際期刊的認證審稿人，目前擔任《Open Physics》和《Journal of Engineering Researcher and Lecturer》的編輯、《Journal of Advanced Research in Numerical Heat Transfer》和《Journal of Advanced Research in Micro and Nano Engineering》的副編輯，以及《Teknomekanik》和《SCIREA Journal of Mathematics》等期刊的編輯委員會成員。根據Google Scholar的數據，他的科學指標顯示h-index為30，引用次數為2,126，i10-index為43。

Mukesh Kumar Awasthi完成了他的博士學位，論文題目為「毛細管和凱爾文-亥姆霍茲不穩定性的潛流分析的粘性修正」。他目前是Lucknow的Babasaheb Bhimrao Ambedkar University數學系的助理教授。Awasthi博士專注於流動問題的數學建模。他教授過流體力學、離散數學、偏微分方程、抽象代數、數學方法和測度理論等課程，對研究生進行教學。他在流體力學中的數學建模方面擁有豐富的知識，能夠以解析和數值方式解決流動問題。他的專業領域包括粘性潛流、電流動力學、磁流體力學、熱傳遞和質量傳遞。Awasthi博士擁有出色的溝通技巧和領導能力，並且自我激勵，能夠以建設性的方式回應建議。他於2008年通過了由科學與工業研究委員會（CSIR）舉辦的國家資格考試（NET），獲得了初級研究獎學金（JRF）和高級研究獎學金（SRF）。他在國內外期刊和會議上發表了超過125篇研究出版物，包括期刊文章、書籍、書籍章節和會議論文。他還出版了10本書籍，並擔任CRC Press（Taylor & Francis, USA）出版的《人工智慧與機器學習在智能工程系統中的應用》系列的編輯。他參加了多個數學和流體力學的研討會、工作坊和會議。Awasthi博士在2013年至2016年期間連續獲得了德哈拉敦的石油與能源研究大學的「研究獎」，並且還獲得了來自新德里的UGC的啟動研究基金，用於他的項目「多層流體系統界面的非線性研究」。他在2022年和2023年被史丹佛大學認定為全球前2%的影響力研究者。他的ORCID是0000-0002-6706-5226，Google Scholar和ResearchGate的個人資料可在Google Scholar和ResearchGate上訪問。