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Smart Modelling For Engineering Systems = Proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021), Volume 1 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Smart Modelling For Engineering Systems/ edited by Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain.
其他題名:	Proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021), Volume 1 /
其他作者:	Jain, Lakhmi C.
面頁冊數:	XII, 302 p. 166 illus., 102 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-981-33-4709-0
ISBN:	9789813347090

Smart Modelling For Engineering Systems = Proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021), Volume 1 /
Smart Modelling For Engineering SystemsProceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021), Volume 1 /[electronic resource] :edited by Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain. - 1st ed. 2021. - XII, 302 p. 166 illus., 102 illus. in color.online resource. - Smart Innovation, Systems and Technologies,2142190-3026 ;. - Smart Innovation, Systems and Technologies,37.

Chapter 1. Recent Advances in Computational Physics -- Chapter 2. The Scientific and Life Path of Academician Oleg M -- Chapter 3. Numerical Simulation of Spatial Flows in Shear Layers -- Chapter 4. Modeling of Unsteady Flows in Gas Astrophysical Objects on Supercomputers -- Chapter 5. Modeling of the Physical Processes of the Impact of a Powerful Nuclear Explosion on an Asteroid -- Chapter 6. A Multidimensional Multi-Temperature Gas Dynamic and the Neutrino Spectrum in 2D Gravitational Collapse -- Chapter 7. The Airy Stress Function for Non-Euclidean Model of a Continuous Medium and Description of Residual Stresses -- Chapter 8. Numerical Comparison of Different Approaches for the Fractured Medium Simulation -- Chapter 9. The Comparison of Two Approaches to Modeling the Seismic Waves Spread in the Heterogeneous 2D Medium with Gas Cavities -- Chapter 10. Mathematical Modeling of Spatial Wave Processes in Fractured Seismic Media .

This book is a collection of research papers selected for presentation at the International Conference on Smart Computational Methods in Continuum Mechanics 2021, organized by Moscow Institute of Physics and Technology and the Institute for Computer Aided Design of Russian Academy of Sciences. The work is presented in two volumes. The primary objective of the book is to report the state-of-the-art on smart computational paradigms in continuum mechanics and explore the use of artificial intelligence paradigms such as neural nets, and machine learning for improving the performance of the designed engineering systems. The book includes up-to-date smart computational methods which are used to solve problems in continuum mechanics, engineering, seismic prospecting, non-destructive testing, and so on. The main features of the book are the research papers on the application of novel smart methods including neural nets and machine learning, computational algorithms, smart software systems, and high-performance computer systems for solving complex engineering problems. The case studies pertaining to the real-world applications in the above fields are included. The book presents a collection of best research papers in English language from some of the world leaders in the field of smart system modelling and design of engineering systems.

ISBN: 9789813347090

Standard No.: 10.1007/978-981-33-4709-0doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Smart Modelling For Engineering Systems = Proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021), Volume 1 /
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