Multiscale Modelling and Analysis of Complex Nonlinear Dynamics Systems: Technologies, Challenges and Applications: Artificial Intelligence and Machine Learning for Intelligent Engineering Systems
Editat de Satya Ranjan Mishra, Subhajit Panda, Alok Kumar Pandey, Mukesh Kumar Awasthien Limba Engleză Hardback – 6 apr 2027
The text:
- Integrates cutting-edge technologies like artificial intelligence-driven modelling, quantum computing, digital twins, and ethics in simulation.
- Addresses both data-driven and physics-based modelling, encompassing applications across multiple domains and scales—from molecular to geophysical systems.
- Bridges microscales, mesoscales, and macroscale dynamics using both physics-based and data-driven modelling approaches.
- Discusses mathematical modelling, computational methods, artificial intelligence tools, and domain-specific applications across physics, engineering, biology, and environmental systems.
- Includes detailed case studies such as aerospace crashworthiness, renewable energy systems, pandemic modelling, and smart manufacturing, showcasing how theoretical tools are applied to tangible, and high-impact problems.
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Specificații
ISBN-13: 9781041379225
ISBN-10: 1041379226
Pagini: 416
Ilustrații: 184
Dimensiuni: 178 x 254 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Artificial Intelligence and Machine Learning for Intelligent Engineering Systems
ISBN-10: 1041379226
Pagini: 416
Ilustrații: 184
Dimensiuni: 178 x 254 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Artificial Intelligence and Machine Learning for Intelligent Engineering Systems
Public țintă
Academic, Postgraduate, and Undergraduate AdvancedCuprins
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Notă biografică
Satya Ranjan Mishra currently working as Professor, Department of Mathematics, Siksha O Anusandhan Deemed to be University, Bhubaneswar. He has 19 years of teaching experience in both PG and UG level. He did his Ph.D. from Siksha O Anusandhan in 2013 and since then actively engaged in his research work. His area of interest is Heat transfer, Magnetohydrodynamics, Porous media, etc. with the broad area of Fluid Dynamics. He has published nearly 414 papers in the international journals of repute and all are either SCI or Scopus indexed. With a huge citation of his work, he took a position of Top 2% World Scientists by Stanford University, USA in 5 consecutive years i.e., 2020-2024. He has also guided 13 research scholars and six more students are working under his guidance. Dr. Mishra Delivered several lectures in various conferences and Faculty development program organized by Rajasthan Technical University, Rajasthan in 2019 on the topic “Introduction to MATLAB”, FDP organized by Poornima Group of Institutions, Rajasthan on the topic “Numerical solutions using scientific tool MAPLE” in 2020 (online), Summer instructional School organized by NIT Arunachachal Pradesh on the topic “Linear Algebra” in the year 2020. As strength he has edited a book series in Springer Nature for the year 2020 as a leading Editor and also Editor/associate editor in several reputed international journals. Dr. Mishra wrote a Book entitled “Learning Numerical Method using MATLAB” under the Bentham Science publisher, UAE and going to be publish soon in this year.
Subhajit Panda currently working as Assistant Professor, Centre for Data Science, Siksha O Anusandhan Deemed to be University, Bhubaneswar. He has 3 years of teaching experience in both PG and UG level. He did his Ph.D. from National Institute of Technology, Mizoram. His area of interest is Basic Study of Computational Fluid Dynamics, Response Surface Methodology, Artificial Neural Network. He has published nearly 111 papers in the repute international journals and all are either SCI or Scopus indexed.
Alok Kumar Pandey is an Assistant Professor in the Department of Mathematics, Graphic Era (Deemed to be University), Dehradun, Uttarakhand, India. He obtained his doctorate from Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India. His area of research is Computational Fluid Dynamics. He has published more than 70 research articles in international journals. He has published 3 edited books in CRC-press. He was included in the World's Top 2% Scientists 2023-2024 list (by Stanford University, USA). He was awarded with Publons Peer Review Award in 2018. He is a certified reviewer of more than 140 international journals. He is currently Academic editor of Journal of Applied Mathematics, Editor for the 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 serving as a member of the editorial board for journals such as Teknomekanik and SCIREA Journal of mathematics. His scientific metrics according to Google Scholar show h-index=33, Citations=2913 and i10-index=55.
Mukesh Kumar Awasthi has done his Ph.D. on the topic “Viscous Correction for the Potential Flow Analysis of Capillary and Kelvin-Helmholtz instability”. He is working as an Assistant Professor in the Department of Mathematics at Babasaheb Bhimrao Ambedkar University, Lucknow. Dr. Awasthi is specialized in the mathematical modeling of flow problems. He has taught courses of Fluid Mechanics, Discrete Mathematics, Partial differential equations, Abstract Algebra, Mathematical Methods, and Measure theory to postgraduate students. He has acquired excellent knowledge in the mathematical modeling of flow problems and he can solve these problems analytically as well as numerically. He has a good grasp of the subjects like viscous potential flow, electro-hydrodynamics, magneto-hydrodynamics, heat, and mass transfer. He has excellent communication skills and leadership qualities. He is self-motivated and responds to suggestions in a more convincing manner. Dr. Awasthi has qualified National Eligibility Test (NET) conducted on all India level in the year 2008 by the Council of Scientific and Industrial Research (CSIR) and got Junior Research Fellowship (JRF) and Senior Research Fellowship (SRF) for doing research. He has published 150 plus research publications (journal articles/books/book chapters/conference articles) in many national and international journals and conferences. Also, he has published 26 books. He has attended many symposia, workshops, and conferences in mathematics as well as fluid mechanics. He has got the “Research Awards” consecutively four times from 2013-2016 by the University of Petroleum and Energy Studies, Dehradun, India. He has also received the start-up research fund for his project “Nonlinear study of the interface in multilayer fluid system” from UGC, New Delhi. He is also listed in the top 2% influential researchers in the World prepared by Stanford University based on Scopus data in 2023-25. His Orcid is 0000-0002-6706-5226, Google Scholar web link is https://scholar.google.co.in/citations?user=Dj3ktGAAAAAJ and research gate web link ishttps://www.researchgate.net/profile/Mukesh-Awasthi-2.
Subhajit Panda currently working as Assistant Professor, Centre for Data Science, Siksha O Anusandhan Deemed to be University, Bhubaneswar. He has 3 years of teaching experience in both PG and UG level. He did his Ph.D. from National Institute of Technology, Mizoram. His area of interest is Basic Study of Computational Fluid Dynamics, Response Surface Methodology, Artificial Neural Network. He has published nearly 111 papers in the repute international journals and all are either SCI or Scopus indexed.
Alok Kumar Pandey is an Assistant Professor in the Department of Mathematics, Graphic Era (Deemed to be University), Dehradun, Uttarakhand, India. He obtained his doctorate from Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, India. His area of research is Computational Fluid Dynamics. He has published more than 70 research articles in international journals. He has published 3 edited books in CRC-press. He was included in the World's Top 2% Scientists 2023-2024 list (by Stanford University, USA). He was awarded with Publons Peer Review Award in 2018. He is a certified reviewer of more than 140 international journals. He is currently Academic editor of Journal of Applied Mathematics, Editor for the 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 serving as a member of the editorial board for journals such as Teknomekanik and SCIREA Journal of mathematics. His scientific metrics according to Google Scholar show h-index=33, Citations=2913 and i10-index=55.
Mukesh Kumar Awasthi has done his Ph.D. on the topic “Viscous Correction for the Potential Flow Analysis of Capillary and Kelvin-Helmholtz instability”. He is working as an Assistant Professor in the Department of Mathematics at Babasaheb Bhimrao Ambedkar University, Lucknow. Dr. Awasthi is specialized in the mathematical modeling of flow problems. He has taught courses of Fluid Mechanics, Discrete Mathematics, Partial differential equations, Abstract Algebra, Mathematical Methods, and Measure theory to postgraduate students. He has acquired excellent knowledge in the mathematical modeling of flow problems and he can solve these problems analytically as well as numerically. He has a good grasp of the subjects like viscous potential flow, electro-hydrodynamics, magneto-hydrodynamics, heat, and mass transfer. He has excellent communication skills and leadership qualities. He is self-motivated and responds to suggestions in a more convincing manner. Dr. Awasthi has qualified National Eligibility Test (NET) conducted on all India level in the year 2008 by the Council of Scientific and Industrial Research (CSIR) and got Junior Research Fellowship (JRF) and Senior Research Fellowship (SRF) for doing research. He has published 150 plus research publications (journal articles/books/book chapters/conference articles) in many national and international journals and conferences. Also, he has published 26 books. He has attended many symposia, workshops, and conferences in mathematics as well as fluid mechanics. He has got the “Research Awards” consecutively four times from 2013-2016 by the University of Petroleum and Energy Studies, Dehradun, India. He has also received the start-up research fund for his project “Nonlinear study of the interface in multilayer fluid system” from UGC, New Delhi. He is also listed in the top 2% influential researchers in the World prepared by Stanford University based on Scopus data in 2023-25. His Orcid is 0000-0002-6706-5226, Google Scholar web link is https://scholar.google.co.in/citations?user=Dj3ktGAAAAAJ and research gate web link ishttps://www.researchgate.net/profile/Mukesh-Awasthi-2.
Descriere
The book’s emphasis on cutting-edge methodologies, such as machine learning-augmented modelling, concurrent multiscale coupling techniques, and quantum-classical hybrid computing, equips readers to address grand challenges in materials science, biological systems, and climate modelling.