Smart modelling for engineering systems : proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021). Volume 1 / Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain, editors.
2021
QA808.2
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Title
Smart modelling for engineering systems : proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021). Volume 1 / Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain, editors.
Meeting Name
International Conference on Computational Methods in Continuum Mechanics (2021: Dolgoprudnyĭ, Russia)
ISBN
9789813347090 (electronic bk.)
9813347090 (electronic bk.)
9789813347083
9813347090 (electronic bk.)
9789813347083
Published
Singapore : Springer, [2021]
Language
English
Description
1 online resource (xii, 302 pages) : illustrations (some color)
Item Number
10.1007/978-981-33-4709-0 doi
Call Number
QA808.2
Dewey Decimal Classification
531
Summary
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.
Note
International conference proceedings. Conference held in Dolgoprudny, Moscow Region, 15-17 April 2021.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed March 25, 2021).
Added Author
Favorskaya, Margarita N., editor.
Favorskaya, Alena V., editor.
Petrov, Igor (Igor B.), editor.
Jain, L. C., editor.
Favorskaya, Alena V., editor.
Petrov, Igor (Igor B.), editor.
Jain, L. C., editor.
Series
Smart innovation, systems, and technologies ; 214. 2190-3018
Available in Other Form
Print version: 9789813347083
Print version: 9789813347106
Print version: 9789813347113
Print version: 9789813347106
Print version: 9789813347113
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Online Access
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Table of Contents
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.
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.