001434301 000__ 07604cam\a2200745\i\4500
001434301 001__ 1434301
001434301 003__ OCoLC
001434301 005__ 20230309003721.0
001434301 006__ m\\\\\o\\d\\\\\\\\
001434301 007__ cr\nn\nnnunnun
001434301 008__ 210130s2021\\\\si\a\\\\ob\\\\101\0\eng\d
001434301 019__ $$a1235869593$$a1236267420$$a1241066343$$a1249944626
001434301 020__ $$a9789813346192$$q(electronic book)
001434301 020__ $$a9813346191$$q(electronic book)
001434301 020__ $$z9813347082
001434301 020__ $$z9789813347083
001434301 020__ $$z9813346183
001434301 020__ $$z9789813346185
001434301 0247_ $$a10.1007/978-981-33-4619-2$$2doi
001434301 035__ $$aSP(OCoLC)1239684314
001434301 040__ $$aUKBTH$$beng$$erda$$epn$$cUKBTH$$dEBLCP$$dOCLCO$$dGW5XE$$dYDX$$dGZM$$dDKU$$dOCLCF$$dOCLCO$$dLEATE$$dUKAHL$$dOCLCQ$$dOCLCO$$dCOM$$dOCLCO$$dOCLCQ
001434301 049__ $$aISEA
001434301 050_4 $$aQA808.2
001434301 08204 $$a531$$223
001434301 1112_ $$aInternational Conference on Computational Methods in Continuum Mechanics$$d(2021:$$cDolgoprudnyĭ, Russia)
001434301 24510 $$aSmart modelling for engineering systems :$$bproceedings of the International Conference on Computational Methods in Continuum Mechanics (CMCM 2021).$$nVolume 2 /$$cMargarita N. Favorskaya, Alena V. Favorskaya, Igor B. Petrov, Lakhmi C. Jain, editors.
001434301 2463_ $$aCMCM 2021
001434301 264_1 $$aSingapore :$$bSpringer,$$c[2021]
001434301 300__ $$a1 online resource (xii, 308 pages) :$$billustrations (some color)
001434301 336__ $$atext$$btxt$$2rdacontent
001434301 337__ $$acomputer$$bc$$2rdamedia
001434301 338__ $$aonline resource$$bcr$$2rdacarrier
001434301 347__ $$atext file
001434301 347__ $$bPDF
001434301 4901_ $$aSmart innovation, systems and technologies,$$x2190-3018 ;$$vvolume 215
001434301 500__ $$aInternational conference proceedings. Conference held in Dolgoprudny, Moscow Region, 15-17 April 2021.
001434301 504__ $$aIncludes bibliographical references and index.
001434301 5050_ $$aRecent 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.
001434301 506__ $$aAccess limited to authorized users.
001434301 520__ $$aThis book is a collection of research papers selected for presentation at the International Conference on Smart Computational Methods in Continuum Mechanics 2021, organized by Moscow Institute of Physics and Technology and the Institute for Computer Aided Design of Russian Academy of Sciences. The work is presented in two volumes. The primary objective of the book is to report the state-of-the-art on smart computational paradigms in continuum mechanics and explore the use of artificial intelligence paradigms such as neural nets and machine learning for improving the performance of the designed engineering systems. The book includes up-to-date smart computational methods which are used to solve problems in continuum mechanics, engineering, seismic prospecting, non-destructive testing, and so on. The main features of the book are the research papers on the application of novel smart methods including neural nets and machine learning, computational algorithms, smart software systems, and high-performance computer systems for solving complex engineering problems. The case studies pertaining to the real-world applications in the above fields are included. The book presents a collection of best research papers in English language from some of the world leaders in the field of smart system modelling and design of engineering systems.
001434301 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed March 9, 2021).
001434301 650_0 $$aContinuum mechanics$$xData processing$$vCongresses.
001434301 650_0 $$aEngineering$$xData processing$$vCongresses.
001434301 650_0 $$aComputational intelligence$$vCongresses.
001434301 650_0 $$aMachine learning$$vCongresses.
001434301 650_6 $$aMécanique des milieux continus$$xInformatique$$vCongrès.
001434301 650_6 $$aIngénierie$$xInformatique$$vCongrès.
001434301 650_6 $$aIntelligence informatique$$vCongrès.
001434301 650_6 $$aApprentissage automatique$$vCongrès.
001434301 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001434301 655_7 $$aConference papers and proceedings.$$2lcgft
001434301 655_7 $$aActes de congrès.$$2rvmgf
001434301 655_0 $$aElectronic books.
001434301 7001_ $$aFavorskaya, Margarita N.,$$eeditor.
001434301 7001_ $$aFavorskaya, Alena V.,$$eeditor.
001434301 7001_ $$aPetrov, Igor$$q(Igor B.),$$eeditor.
001434301 7001_ $$aJain, L. C.,$$eeditor.
001434301 77608 $$iPrint version:$$z9789813346185
001434301 830_0 $$aSmart innovation, systems, and technologies ;$$v215.$$x2190-3018
001434301 852__ $$bebk
001434301 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-33-4619-2$$zOnline Access$$91397441.1
001434301 909CO $$ooai:library.usi.edu:1434301$$pGLOBAL_SET
001434301 980__ $$aBIB
001434301 980__ $$aEBOOK
001434301 982__ $$aEbook
001434301 983__ $$aOnline
001434301 994__ $$a92$$bISE