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

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

Florida Atlantic University, United States

Author Profiles

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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

Naiwei Lu | Data Analysis | Best Researcher Award

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

Changsha University of Science of Technology, China

Author Profiles

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Research Gate

👨‍🏫 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

Xueliang Han | Business Intelligence and Analytics | Best Researcher Award

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Assoc Prof Dr. Xueliang Han | Business Intelligence and Analytics | Best Researcher Award

Henan University of Economics and Law, China

Author Profile

Scopus

Early Academic Pursuits 🎓

Dr. Xueliang Han’s educational journey began at Henan University of Finance and Economics, where he earned his Bachelor’s degree in Economics from the School of International Economics and Trade in 2009. He then pursued a Master of Business Administration (MBA) at Jinan University School of Management, completing his degree in 2012. This solid foundation laid the groundwork for his PhD in Management from the same university in 2016. Dr. Han’s academic training has shaped his deep understanding of organizational behavior, strategy, and the complexities of family business management.

Professional Endeavors 💼

Dr. Han’s professional career has been marked by a blend of academic excellence and practical experience. Since 2016, he has been an Associate Professor at the School of Business Administration, Henan University of Finance and Economics. His role involves not only teaching but also guiding postgraduate students as a tutor. He has contributed significantly to various national and provincial-level research projects, which underscores his engagement with both academic research and industry trends. Before his academic career, Dr. Han worked at China Life Insurance Co., Ltd. from 2012 to 2013, gaining valuable practical insights into business management.

Contributions and Research Focus 📚

Dr. Han’s research interests revolve around organizational strategy, organizational behavior, and family business theory. He has conducted several groundbreaking studies in these areas, particularly on the dynamics of family businesses in China. His work bridges the gap between theory and practice, offering insights into how organizations, particularly family-run enterprises, can thrive in the competitive business environment. His research has been published in prestigious journals such as Management Review, Psychology Science, and Foreign Economics and Management, highlighting his reputation as a thought leader in his field.

Impact and Influence 🌍

Dr. Han has made a significant impact through his academic contributions, winning numerous awards. His paper received the Mao Lixiang Outstanding Paper Award for Family Business Research and the Annual Outstanding Paper Award from the Management Thought and Business Ethics Professional Committee of the China Management Modernization Research Association. Additionally, his monograph and co-published works have been recognized, further solidifying his reputation in academic circles. His involvement in consulting, especially on industrial transformation and technology innovation, shows his broader influence beyond academia.

Academic Cites 📑

Dr. Han’s research has garnered substantial attention in the academic community. His publications in high-quality journals such as Management Review and Foreign Economics and Management have earned him citations from peers worldwide. This reflects the importance of his work, particularly in the domains of organizational strategy and family business studies. His contributions to the field have helped shape how these areas are understood and applied, both in China and internationally.

Technical Skills 🖥️

Dr. Han possesses a diverse set of technical skills essential for his academic and research endeavors. He has led national-level projects, participated in social and natural science research, and collaborated with various academic and governmental bodies. His knowledge extends into business intelligence, data management, and technological innovations in management systems, making him well-versed in the evolving landscape of business technology.

Teaching Experience 📚👨‍🏫

As a seasoned educator, Dr. Han has taught a variety of courses at Henan University of Finance and Economics. His courses include “Organizational Theory and Organizational Behavior,” “Enterprise Strategic Management,” and “Entrepreneurship and Wealth Inheritance.” He is known for integrating cutting-edge research with practical applications, providing his students with a comprehensive understanding of management theory and its real-world implications. His teaching methods are praised for being interactive, research-oriented, and deeply grounded in both theory and practice.

Legacy and Future Contributions 🔮

Dr. Han’s legacy as an educator and researcher is evident in his awards and the lasting impact of his work. His future contributions are expected to continue shaping the fields of organizational behavior and family business research. He remains committed to advancing knowledge through his academic pursuits and mentoring the next generation of business leaders. With ongoing involvement in key research projects and educational initiatives, Dr. Han’s work will likely influence future management practices in both academic and corporate environments.

Top Noted Publications 📖

 Mitigate cross-market competition caused by the risk of uncertainty and improve firm performance through business intelligence
  • Authors: Han, X., Lin, T.X., Wang, X.
  • Journal: Heliyon
  • Year: 2024
BI&A capability: A discussion on the mechanism of enterprise’s performance improvement
  • Authors: Han, X., Wu, H.
  • Conference: ACM International Conference Proceeding Series
  • Year: 2019

Salahuddin Mahmud – Data Interpretation – Global Data Innovation Recognition Award 

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Assoc Prof Dr Salahuddin Mahmud - Data Interpretation - Global Data Innovation Recognition Award 

Salahuddin Mahmud - Bangladesh Shishu Hospital & Institute - Bangladesh 

Author Profile

Early Academic Pursuits

Assoc Prof DR. Salahuddin Mahmud began his academic journey with a solid foundation in science, completing his SSC in 1990 and HSC in 1992 from the Education Board, Dhaka, with a focus on the science stream. Following this, he pursued his MBBS from Dhaka University, specializing in Medicine, Surgery, and Gynecology, which he completed in 2000. His commitment to pediatric care led him to achieve an MD in Pediatrics from BSMMU in 2010.

Professional Endeavors

Over the years,  Assoc Prof Dr. Mahmud has held various significant roles at the Bangladesh Shishu Hospital & Institute (BSHI). He started as a Resident Medical Officer in Pediatric Medicine in 2004 and transitioned to the Department of Pediatric Gastroenterology, Hepatology & Nutrition by 2011. Progressing through the ranks, he has served as Assistant Professor and currently holds the position of Associate Professor in the same department.

Additionally, Assoc Prof Dr. Mahmud plays crucial supervisory and academic roles, supervising MD (Pediatrics) residency courses and co-guiding MD thesis projects, enhancing the quality of pediatric care and education in Bangladesh.

Contributions and Research Focus

Assoc Prof Dr. Mahmud's contributions to pediatric gastroenterology, hepatology, and nutrition are commendable. His participation in workshops and conferences like the 9th ISPGHAN Conference in India and the Motility Workshop in New Delhi underscores his commitment to advancing the field. His research and expertise cover areas such as pediatric GI & liver issues, metabolic liver diseases, and enteral & parenteral nutrition, focusing on improving diagnostic and treatment modalities.

Accolades and Recognition

His active involvement and expertise have garnered recognition, both nationally and internationally. He is a life member of the Bangladesh Pediatric Association and holds foreign memberships in prestigious organizations like ISPGHAN, NASPGHAN, and APPSPGHAN, highlighting his standing in the global pediatric community.

Impact and Influence

Assoc Prof Dr. Mahmud's impact extends beyond his clinical and academic roles. As an executive member of BASPGAN, he influences policy and practice in pediatric gastroenterology, hepatology, and nutrition in Bangladesh. His research and teachings shape future pediatricians, ensuring that the next generation is equipped with cutting-edge knowledge and skills.

Legacy and Future Contributions

With a rich legacy of academic achievements, professional endeavors, and contributions to pediatric care and research, Assoc Prof Dr. Salahuddin Mahmud continues to inspire and lead. His future contributions are anticipated to further advance pediatric gastroenterology and hepatology in Bangladesh and beyond. As an associate professor and respected figure in his field, he remains committed to mentoring future professionals, conducting groundbreaking research, and elevating standards of care for pediatric patients.

Notable Publications