Isaac Elishakoff | Data-informed Decision Making | Best Researcher Award

Prof. Isaac Elishakoff l Data-informed Decision Making | Best Researcher Award

Florida Atlantic University, United States

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Early Academic Pursuits 🎓

Prof. Isaac Elishakoff’s academic journey began in his birthplace, Kutaisi, Republic of Georgia. He attended the prestigious Sukhumi First Georgian School named after Shota Rustaveli (1951-1962). He later earned his BSc and MSc degrees in 1968 from the Department of Dynamics and Strength of Machines at Moscow Power Engineering Institute and State University, Russia. His academic journey culminated in a PhD in 1971, where he worked under the mentorship of Academician V. V. Bolotin, a key figure in the field of dynamics and strength of materials.

Professional Endeavors 🌍

Prof. Elishakoff’s professional trajectory includes distinguished positions and international collaborations. Since 1989, he has been a Professor in the Department of Ocean & Mechanical Engineering at Florida Atlantic University. He has held honorific appointments at renowned institutions, such as the Visiting Distinguished Fellow at the University of Southampton and the Theodore von Kármán Fellow at RWTH-Aachen University. His recognition as a Fellow of the Royal Academy of Engineering in 2021 is a testament to his exceptional contributions to engineering research and education.

Contributions and Research Focus 🔬

Prof. Elishakoff’s research primarily focuses on applied mechanics, structural reliability, and the optimization of mechanical systems. His groundbreaking work spans from bio-inspired optimization to structural flexibility for aquatic propulsion, to contributions in uncertainty quantification and optimization methods. As a Co-PI in NSF-funded projects, he has actively participated in large-scale research efforts aimed at improving design processes in engineering education and innovation. His work on engineering optimization and structural reliability has had a significant impact on the development of modern mechanical systems, particularly in uncertain environments.

Impact and Influence 🌐

Prof. Elishakoff’s work has left an indelible mark on the field of mechanical engineering. His contributions to the theory of machine design, structural analysis, and vibration mechanics have been transformative. Through his numerous articles, including collaborations with global scholars, he has significantly advanced our understanding of system dynamics, optimization, and reliability in engineering applications. His academic influence extends beyond research, as his teaching methodologies foster active student engagement and practical problem-solving skills.

Academic Cites 📚

Prof. Elishakoff’s research has been cited extensively, solidifying his position as a leading figure in applied mechanics. His published articles, especially in journals like the International Journal of Mechanical Engineering Education and the Journal of Mechanical Engineering Education, demonstrate the impact of his work on shaping educational methodologies and the application of engineering principles. His extensive citation history is a testament to the high regard in which he is held by his peers in academia and industry alike.

Technical Skills 🛠️

Prof. Elishakoff is highly skilled in various areas of mechanical engineering, including system dynamics, mechanical vibrations, and structural analysis. His expertise in the optimization of engineering systems, particularly in the context of uncertainty and bio-inspired solutions, has positioned him as a thought leader in applied mechanics. Additionally, his contributions to machine design, vibration of beams, and columns have enriched the teaching and research landscape of engineering disciplines.

Teaching Experience 📚

Prof. Elishakoff’s commitment to education is evident in his role as an educator at Florida Atlantic University, where he teaches courses such as Machine Design, Mechanical Vibrations, and System Dynamics. His approach to teaching emphasizes individualized learning experiences, providing each student with personalized projects to foster engagement and critical thinking. He also promotes student success through flexible testing opportunities, resulting in minimal failure rates in his courses. Prof. Elishakoff has written numerous educational articles aimed at improving teaching practices, further illustrating his dedication to advancing engineering education.

Legacy and Future Contributions 🔮

Prof. Elishakoff’s legacy as a scholar and educator is profound. He has influenced generations of students and professionals, leaving behind a body of research that continues to inform the field of mechanical engineering. His ongoing contributions, such as his involvement in NSF-funded projects and his role in the development of cutting-edge technologies, will shape the future of engineering education and practice. As he continues to collaborate with global institutions and mentor future scholars, his work will undoubtedly continue to drive innovation in engineering research and design.

Prizes and Honors 🏆

Prof. Elishakoff’s excellence in both research and teaching has been recognized globally. Notable honors include the William B. Johnson Inter-Professional Founders Award for his lifetime achievements in applied mechanics, the Blaise Pascal Medal from the European Academy of Sciences in 2021, and the Theodore von Kármán Fellowship at the University of Aachen in 2024. These accolades underscore the breadth of his influence and the respect he commands within the international engineering community.

Administrative and Leadership Roles 📋

Prof. Elishakoff has also made significant contributions in administrative roles within the academic community. His leadership positions include membership on various university committees, such as the University Committee on Statistics and the Departmental Personnel Committee. Through these roles, he has played an integral part in shaping the policies and development of academic and research programs at Florida Atlantic University.

International Conferences 🌍

Prof. Elishakoff has been a key speaker at numerous international conferences, where he has shared his expertise and research findings. Notable appearances include plenary lectures at the UNCECOMP 2019 in Greece and keynote addresses at COMPDYN 2019 in Greece, where he discussed the latest advancements in structural dynamics and nanotechnology. His presence at such events highlights his status as a leading expert in his field, and his contributions continue to influence the global engineering community.

Top Noted Publications 📖

How accurate are the reliability assessments conducted by the finite element method?

Authors: Santoro, R., Elishakoff, I.
Journal: Archive of Applied Mechanics
Year: 2025, 95(1), 9

Extension of dual equivalent linearization to analysis of deterministic dynamic systems: Part 2—multi-parameter equivalent linearization

Authors: Linh, N.N., Anh, N.T., Thang, N.C., Anh, N.D., Elishakoff, I.
Journal: Nonlinear Dynamics
Year: 2024, 112(20), pp. 18001–18030

Multifaceted Uncertainty Quantification

Author: Elishakoff, I.
Publisher: Multifaceted Uncertainty Quantification
Year: 2024, pp. 1–368

The history and the current state of the art related to structures under stress and corrosion

Authors: Fridman, M.M., Elishakoff, I., Ribakov, Y.
Journal: Mechanics Research Communications
Year: 2024, 140, 104320

Additional Natural Frequency of the Beam Carrying a Spring-Mass System: Lost and Found

Authors: Zawadzki, M., Elishakoff, I.
Journal: Journal of Computational and Nonlinear Dynamics
Year: 2024, 19(9)

An interesting project in the “strength of materials” or “machine design” courses

Authors: Elishakoff, I., Eisenberger, M., Mercer, A.
Journal: Optimization and Engineering
Year: 2024, 25(3), pp. 1559–1570

Vinod Kumar | Big Data Analytics | Best Researcher Award

Assoc Prof Dr. Vinod Kumar | Big Data Analytics | Best Researcher Award

FLAME University, India

Author Profile

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🌱 Early Academic Pursuits

Assoc Prof Dr. Vinod Kumar began his academic journey with a strong foundation in Mechanical Engineering, earning a Bachelor’s degree from Haryana College of Technology & Management, Kaithal. He then transitioned into the realm of business, acquiring a Master of Business Administration (MBA) in Marketing from Chandigarh Business School. His intellectual pursuit culminated in a Ph.D. in Marketing from the prestigious Indian Institute of Technology (IIT) Roorkee. His doctoral thesis, titled “Assessing the Influence of Stakeholders on Sustainability Marketing Strategy,” focused on how various stakeholders shape the strategies for sustainable marketing.

💼 Professional Endeavors

Dr. Kumar’s professional trajectory spans over a decade in academia, with positions at renowned institutions. His current role as an Associate Professor at FLAME University in Pune, Maharashtra, marks the latest phase in a distinguished career. Prior to this, he held faculty positions at MICA, Ahmedabad, Symbiosis Institute of Business Management, and the Indian Institute of Information Technology, Lucknow, among others. Additionally, Dr. Kumar’s experience in industry as a Sales Executive and Water Treatment Specialist adds practical insight to his academic teaching. This mix of academia and industry experience enriches his approach to teaching and research.

📚 Contributions and Research Focus

Dr. Kumar’s research primarily focuses on Brand Management, Digital Marketing, Green Marketing, Digital Business Strategy, and Social Media Marketing. His interdisciplinary approach integrates traditional marketing principles with the evolving digital landscape. Notable research projects include studying the relationship between stakeholders and sustainability strategies, and he has contributed significantly to the literature on stakeholder identification in marketing. Dr. Kumar has published papers in high-impact journals such as Management Research Review and has been honored with the Emerald Literati Network Award for Excellence in 2017 for his outstanding research.

🌍 Impact and Influence

Through his academic and professional roles, Dr. Kumar has made a substantial impact in shaping the marketing landscape. His research has not only contributed to the academic body of knowledge but has also influenced industry practices. The recognition of his work through awards like the Best Paper Award at AMRIT-2020 and Emerald Literati Network Awards for Excellence reflects his significant influence in the marketing and digital business strategy domains. Additionally, his consulting project on Digital Marketing Strategies and Tools for God’s Grace Distributions showcases his practical expertise and ability to drive business transformation.

📑 Academic Cites and Recognition

Dr. Kumar’s research has garnered widespread recognition and citation in leading academic forums. His work on Sustainability Marketing and Stakeholder Analysis is widely referenced in marketing and sustainability studies. His recognition by various academic bodies, including the FIIB Business Review as a reviewer and the AIM-AMA Sheth Foundation Travel Grant, further solidifies his standing as an authority in his field.

💻 Technical Skills

Dr. Kumar possesses advanced proficiency in digital marketing tools, UI/UX Design, Social Media Marketing, and Data Analytics. His expertise in Digital Business Strategy enables him to leverage digital platforms effectively for both academic purposes and real-world business solutions. This technical expertise is integrated into his teaching, providing students with a modern, practical learning experience that blends theory with the latest industry practices.

🎓 Teaching Experience

Dr. Kumar has held teaching positions across multiple prestigious institutions, where he has designed and taught courses on Marketing Management, Digital Marketing, Brand Management, and Sales and Distribution Management. His role as the Founding Head of the Department at IIIT Lucknow enabled him to create a dynamic curriculum and research environment for future leaders in business management. His approach to teaching combines innovative strategies, a deep understanding of digital platforms, and a focus on practical application, which has been appreciated by students and colleagues alike.

🌟 Legacy and Future Contributions

As a respected academic, Dr. Kumar has not only imparted knowledge but has also shaped the future of marketing education. His research continues to evolve, with ongoing supervision of Ph.D. students, such as Ms. Isha Sharma and Mr. Vibhav Singh. Dr. Kumar’s legacy is built upon his commitment to enhancing the relevance of marketing education in the digital age and his contribution to sustainability marketing. His future contributions are likely to have a significant impact on both academic literature and industry practices in digital business strategy, making him a thought leader to watch in the coming years.

📖 Top Noted Publications 

Evolution of Sustainability as Marketing Strategy: Beginning of New Era
    • Authors: V Kumar, Z Rahman, AA Kazmi, P Goyal
    • Journal: Procedia-Social and Behavioral Sciences
    • Year: 2012
Sustainability Marketing Strategy: An Analysis of Recent Literature
    • Authors: V Kumar, Z Rahman, AA Kazmi
    • Journal: Global Business Review
    • Year: 2013
Examining Consumer-Brand Relationships on Social Media Platforms
    • Authors: NK Jain, S Kamboj, V Kumar, Z Rahman
    • Journal: Marketing Intelligence and Planning
    • Year: 2018
Stakeholder Identification and Classification: A Sustainability Marketing Perspective
    • Authors: V Kumar, Z Rahman, AA Kazmi
    • Journal: Management Research Review
    • Year: 2016
Why Export Competitiveness Differs Within Indian Textile Industry? Determinants and Empirical Evidence
    • Authors: R Dhiman, V Kumar, S Rana
    • Journal: Review of International Business and Strategy
    • Year: 2020
Investigating the Impact of Online Service Convenience on Customer Engagement, Attitude and Intention to Use Food Delivery Apps
    • Authors: V Vandana, S Kumar, V Kumar, P Goyal
    • Journal: International Journal on Food System Dynamics
    • Year: 2023

Naiwei Lu | Data Analysis | Best Researcher Award

Assoc Prof Dr. Naiwei Lu | Data Analysis | Best Researcher Award

Changsha University of Science of Technology, China

Author Profiles

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👨‍🏫 Associate Prof. Dr. Naiwei Lu

Assoc. Prof. Dr. Naiwei Lu is an Associate Professor in Civil Engineering at Changsha University of Science and Technology (CSUST), China. His research primarily focuses on reliability and safety in bridge engineering. He has a strong background in system reliability evaluation, fatigue analysis, and structural health monitoring, which he applies to the engineering and maintenance of long-span bridges. Dr. Lu is an active member of various international research communities and has been involved in multiple national and international projects.

🎓 Education Background

Dr. Naiwei Lu earned his Ph.D. in Civil Engineering from Changsha University of Science and Technology (CSUST) in 2015, under the supervision of Prof. Yang Liu. Prior to that, he completed his Master’s degree in Civil Engineering in 2011 and his Bachelor’s degree in Bridge Engineering in 2008, all at CSUST, Changsha, China. His academic journey laid a strong foundation for his expertise in bridge engineering and reliability analysis.

💼 Employment and Research Experience

Dr. Lu’s academic career began in 2015 when he became a Postdoctoral Researcher at Southeast University in Nanjing, China, where he worked under Prof. Mohammad Noori. He also held a Postdoctoral Researcher position at Leibniz University Hannover, Germany, working with Prof. Michael Beer. Since 2020, Dr. Lu has been serving as an Associate Professor at CSUST, where he also previously worked as a Lecturer from 2017 to 2019. His diverse academic and international experiences contribute to his deep expertise in bridge engineering.

💰 Research Funding

Dr. Lu has been the Principal Investigator (PI) of several funded research projects, including the National Science Funding in China for research on structural health monitoring of suspension bridges and the fatigue reliability evaluation of steel bridge decks. He has received significant funding support for his work in system reliability and dynamic analysis, with total funding exceeding ¥1 million for his various research initiatives. These projects aim to develop advanced methods for assessing the reliability and safety of long-span bridges.

🔍 Research Interests

Dr. Lu’s research spans several cutting-edge topics in structural engineering. His main research interests include system reliability evaluation of long-span bridges using intelligent algorithms 🤖, fatigue reliability of stay cables and orthotropic steel bridge decks 🌉, and probabilistic modeling using data from structural health monitoring 📊. He is also focused on intelligent maintenance and management of in-service bridges ⚙️, as well as uncertainty quantification in structural engineering 🛠️.

📚 Teaching Experience

As an educator, Dr. Lu teaches undergraduate courses such as Principle of Structural Design (in both Chinese and English) and Building Information Modeling (BIM) Technology (in Chinese). He has supervised 24 undergraduate students and 4 postgraduate students between 2017 and 2020, guiding them in various aspects of civil engineering, particularly related to bridge design, maintenance, and reliability.

🏗️ Engineering Activities

In addition to his academic role, Dr. Lu is a Registered Construction Engineer and a Registered Inspection Engineer in Municipal Engineering and Bridge & Tunnel Engineering, respectively. His engineering activities include overseeing the structural safety of long-span bridges during construction 🏗️, conducting structural health monitoring of suspension bridges 🌉, and contributing to the detection and reinforcement of aging bridges 🛠️. He has also been involved in the advance geological forecasting and monitoring of tunnels during construction, working on over five extra-long tunnels.

Dr. Naiwei Lu’s work integrates advanced intelligent algorithms, data-driven methods, and structural health monitoring to enhance the safety, reliability, and longevity of bridges and infrastructure systems. His research and engineering expertise continue to make significant contributions to the field of civil engineering.

📖Top Noted Publications 

Structural damage diagnosis of a cable-stayed bridge based on VGG-19 networks and Markov transition field: numerical and experimental study

Authors: Naiwei Lu, Zengyifan Liu, Jian Cui, Lian Hu, Xiangyuan Xiao, Yiru Liu

Journal: Smart Materials and Structures

Year: 2025

Coupling effect of cracks and pore defects on fatigue performance of U-rib welds

Authors: Yuan Luo, Xiaofan Liu, Fanghuai Chen, Haiping Zhang, Xinhui Xiao, Naiwei Lu

Journal: Structures

Year: 2025

A Time–Frequency-Based Data-Driven Approach for Structural Damage Identification and Its Application to a Cable-Stayed Bridge Specimen

Authors: Naiwei Lu, Yiru Liu, Jian Cui, Xiangyuan Xiao, Yuan Luo, Mohammad Noori

Journal: Sensors

Year: 2024

A Novel Method of Bridge Deflection Prediction Using Probabilistic Deep Learning and Measured Data

Authors: Xinhui Xiao, Zepeng Wang, Haiping Zhang, Yuan Luo, Fanghuai Chen, Yang Deng, Naiwei Lu, Ying Chen

Journal: Sensors

Year: 2024

Experimental and numerical investigation on penetrating cracks growth of rib-to-deck welded connections in orthotropic steel bridge decks

Authors: Zitong Wang, Jun He, Naiwei Lu, Yang Liu, Xinfeng Yin, Haohui Xin

Journal: Structures

Year: 2024

Fatigue Reliability Assessment for Orthotropic Steel Decks: Considering Multicrack Coupling Effects

Authors: Jing Liu, Yang Liu, Guodong Wang, Naiwei Lu, Jian Cui, Honghao Wang

Journal: Metals

Year: 2024