Advances in Computational Modeling and Simulation

The book presents select proceedings of the Global Meet on 'Computational Modelling and Simulation, Recent Innovations, Challenges, and Perspectives, 2020', covering advanced technologies in optimization, control, multiscale modeling, environmental simulation, enterprise systems, finite element analysis, dependability, security, high-performance computation, cloud computing, computational biology, chemistry, and mechanics. Its goal is to promote the transformative use of computational modeling and simulation for societal impact.

Format: Paperback / softback
Length: 243 pages
Publication date: 17 February 2023
Publisher: Springer Verlag, Singapore

This captivating book delves into the captivating world of 'Computational Modelling and Simulation, Recent Innovations, Challenges, and Perspectives, 2020'. Within its pages, you'll discover a treasure trove of cutting-edge technologies from diverse domains, including optimization and control, multiscale and multiphysics modeling, environmental modeling, modeling approaches to enterprise systems and services, finite element analysis, dependability and security, high-performance computation/cloud computing applications, computational biology and chemistry, and computational mechanics. The primary objective of this remarkable volume is to elevate the preeminence of computational modeling and simulation by igniting the transformative power of innovative advancements across a wide array of disciplines, ultimately driving lasting societal impact.

The book takes you on an insightful journey, exploring the art of efficiently simulating large, complex, and dynamic systems through advanced computational analysis. Its inter-disciplinary nature makes it an invaluable resource for academicians, research scientists, industrialists, and enthusiasts alike who are passionate about modeling and simulation driven by computational technology.

In the first chapter, the book delves into the realm of optimization and control, showcasing the latest advancements in mathematical modeling, computational algorithms, and simulation techniques. It discusses how these tools can be applied to solve complex problems in various industries, such as transportation, energy, and manufacturing, leading to improved efficiency, cost savings, and sustainability.

The second chapter explores the captivating world of multiscale and multiphysics modeling, where scientists and researchers merge multiple disciplines to simulate complex systems that cannot be modeled using single-scale approaches. It discusses the challenges and opportunities associated with this approach, including the development of accurate models, the integration of different physics laws, and the simulation of phenomena at different length scales.

The third chapter focuses on environmental modeling, where scientists use computational tools to simulate the behavior of natural systems, such as climate change, ecosystems, and water resources. It discusses the importance of accurate modeling in understanding and addressing environmental challenges, such as climate change mitigation, resource management, and environmental protection.

The fourth chapter explores the modeling approaches to enterprise systems and services, highlighting the role of computational modeling in designing, analyzing, and improving business processes and systems. It discusses the use of simulation-based optimization, agent-based modeling, and data-driven approaches to enhance decision-making, increase efficiency, and improve customer satisfaction.

The fifth chapter delves into the realm of finite element analysis, a powerful tool used to simulate the behavior of solid and fluid structures. It discusses the principles of finite element modeling, the development of efficient algorithms, and the application of finite element analysis in various industries, such as aerospace, automotive, and civil engineering.

The sixth chapter explores the topic of dependability and security, emphasizing the importance of ensuring the reliability and security of computational systems and networks. It discusses the development of fault-tolerant systems, security protocols, and risk assessment techniques, as well as the role of computational modeling in detecting and mitigating security threats.

The seventh chapter focuses on high-performance computation/cloud computing applications, highlighting the potential of these technologies to accelerate scientific research, solve complex problems, and enable data-intensive applications. It discusses the challenges and opportunities associated with cloud computing, including scalability, performance, and data management.

The eighth chapter explores the realm of computational biology and chemistry, where scientists use computational tools to simulate the behavior of biological systems and molecules. It discusses the development of accurate models, the simulation of chemical reactions, and the application of computational biology in drug discovery, genetic engineering, and personalized medicine.

The ninth chapter delves into the captivating world of computational mechanics, where scientists use computational tools to simulate the behavior of mechanical systems, such as vehicles, structures, and materials. It discusses the development of advanced simulation techniques, the simulation of complex phenomena, and the application of computational mechanics in engineering design, optimization, and failure analysis.

In conclusion, this book is a must-read for anyone interested in the field of computational modeling and simulation. It provides a comprehensive and up-to-date overview of the latest technologies, applications, and challenges in this rapidly evolving field. By leveraging the transformative power of innovative advancements across diverse disciplines, this book aims to strengthen the preeminence of computational modeling and simulation, driving lasting societal impact. Whether you're an academician, research scientist, industrialist, or simply a curious mind, this book offers valuable insights and inspiration for your journey into the world of computational modeling and simulation.

Weight: 391g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811678592
Edition number: 1st ed. 2022