Smart modelling for engineering systems : proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021). Volume 2 / Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain, editors.
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 w...
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Full Text (via Springer) |
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| Other Authors: | , , , |
| Other title: | CMCM 2021. |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
Singapore :
Springer,
[2021]
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| Series: | Smart innovation, systems, and technologies ;
215. |
| Subjects: |
MARC
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| 245 | 1 | 0 | |a Smart modelling for engineering systems : |b proceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021). |n Volume 2 / |c Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain, editors. |
| 246 | 3 | |a CMCM 2021. | |
| 264 | 1 | |a Singapore : |b Springer, |c [2021] | |
| 300 | |a 1 online resource (xii, 308 pages) : |b illustrations (some color) | ||
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| 490 | 1 | |a Smart innovation, systems and technologies, |x 2190-3018 ; |v volume 215. | |
| 500 | |a International conference proceedings. Conference held in Dolgoprudny, Moscow Region, 15-17 April 2021. | ||
| 505 | 0 | |a Recent Advances in Numerical Methods, Machine Learning, and Computer Science / Margarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov,and Lakhmi C. Jain -- Correction of Boundary Conditions in Micromodels by Molecular Dynamic Method/ Viktoriia O. Podryga and Sergey V. Polyakov -- Development and Application of the SMIF Method for the Investigation of Incompressible Fluid Flows / Valentin A. Gushchin -- On 32nd-Order Multioperators-Based Schemes for Fluid Dynamics / Andrei I. Tolstykh -- Hermitian Grid-Characteristic Scheme for Linear Transport Equation and Its Dissipative-Dispersion Properties / Elena N. Aristova -- 3-D Quasi-Conformal Mappings and Grid Generation / Yuriy D. Shevelev -- Numerical Simulation of Shock-To-Detonation Transition Using One-Stage and Detailed Chemical Kinetics Mechanism / Alexander I. Lopato -- Study of the Kinetic Anomalous Transport Effects in Nonequilibrium Flows / Vladimir V. Aristov, Anna A. Frolova, and Sergey A. Zabelok -- Different Approaches to Numerical Solution of the Boltzmann Equation with Model Collision Integral Using Tensor Decompositions / Aleksandr V. Chikitkin and Egor K. Kornev -- Difference Scheme with a Symmetry-Analyzer for Equations of Gas Dynamics and Magnetohydrodynamics / Galina V. Ustyugova and Alexander V. Koldoba -- High-Gradient Method for the Numerical Simulation of the Continuum Problems with the Strong Discontinues / Vladimir V. Demchenko -- On the Finite Difference Schemes for Burgers Equation Solution / Ilya V. Basharov and Aleksey I. Lobanov -- Development of Virtual Lattice Dynamics Method for Solving the Eigenvalue Problem of Three-Dimensional Elliptic Equation with a Multicenter Potential / Olga A. Pyrkova, Vladimir N. Pyrkov, and Petr M. Vasilets -- Charged Particles in the Field of an Inhomogeneous Electromagnetic Wave / Anton A. Skubachevskii, Vladimir B. Lapshin, and Igor B. Petrov -- Deep Learning for Fire and Smoke Detection in Outdoor Spaces / Margarita N. Favorskaya and Lakhmi C. Jain -- The Solution of Fractures Detection Problems by Methods of Machine Learning / Maksim V. Muratov, Dmitriy I. Petrov, and Vladimir A. Biryukov -- Solving Problems of the Strength of a Thin Thread by Machine Learning Methods / Mykhailo Seleznov and Alexey V. Vasyukov -- Numerical Solution of Inverse Problems of Wave Dynamics in Heterogeneous Media with Convolutional Neural Networks / Andrey S. Stankevich, Igor B. Petrov, and Alexey V. Vasyukov -- A Systematic Approach to Present "Files and File Systems" in Theoretical Courses of Computer Science / Vladimir E. Karpov -- Designing Execution Models of Distributed System in Theoretical Courses on Information Technology / Sergey L. Babichev and Konstantin A. Konkov -- Simulation of the Drops Oscillations in the Channel / Maria S. Guskova and Lev N. Shchur -- GPU-Accelerated Integral Equation Seismic Simulation / Alexey L. Gordov, Nikolay I. Khokhlov, and Mikhail S. Malovichko -- On the Parallel Realization of Complex Rosenbrock ODEs Solution / Boris A. Polyak, Denis A. Mitroshin, Anton V. Ilin,and Maxim L. Kurkin. | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a 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. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed March 9, 2021) | |
| 650 | 0 | |a Continuum mechanics |x Data processing |v Congresses. | |
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| 650 | 0 | |a Computational intelligence |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2008101457. | |
| 650 | 0 | |a Machine learning |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2008107143. | |
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| 655 | 7 | |a Conference papers and proceedings. |2 fast |0 (OCoLC)fst01423772. | |
| 700 | 1 | |a Favorskaya, Margarita N., |e editor. | |
| 700 | 1 | |a Favorskaya, Alena V., |e editor. | |
| 700 | 1 | |a Petrov, Igor |q (Igor B.), |e editor. |0 http://id.loc.gov/authorities/names/nb2019023102. | |
| 700 | 1 | |a Jain, L. C., |e editor. |0 http://id.loc.gov/authorities/names/n95096324 |1 http://isni.org/isni/0000000114505286. | |
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