Numerical Computation, Data Analysis and Software in Mathematics and Engineering
The present book contains 14 articles that were accepted for publication in the Special Issue “Numerical Computation, Data Analysis and Software in Mathematics and Engineering” of the MDPI journal Mathematics. The topics of these articles include the aspects of the meshless method, numerical simulat...
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| Format: | Online |
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| Jezik: | engleski |
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MDPI - Multidisciplinary Digital Publishing Institute
2022
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| Online pristup: | ONIX_20220812_9783036547770_103 |
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| collection | Directory of Open Access Books |
| description | The present book contains 14 articles that were accepted for publication in the Special Issue “Numerical Computation, Data Analysis and Software in Mathematics and Engineering” of the MDPI journal Mathematics. The topics of these articles include the aspects of the meshless method, numerical simulation, mathematical models, deep learning and data analysis. Meshless methods, such as the improved element-free Galerkin method, the dimension-splitting, interpolating, moving, least-squares method, the dimension-splitting, generalized, interpolating, element-free Galerkin method and the improved interpolating, complex variable, element-free Galerkin method, are presented. Some complicated problems, such as tge cold roll-forming process, ceramsite compound insulation block, crack propagation and heavy-haul railway tunnel with defects, are numerically analyzed. Mathematical models, such as the lattice hydrodynamic model, extended car-following model and smart helmet-based PLS-BPNN error compensation model, are proposed. The use of the deep learning approach to predict the mechanical properties of single-network hydrogel is presented, and data analysis for land leasing is discussed. This book will be interesting and useful for those working in the meshless method, numerical simulation, mathematical model, deep learning and data analysis fields. |
| format | Online |
| id | doab-20.500.12854ir-91224 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-912242024-03-30T12:51:00Z Numerical Computation, Data Analysis and Software in Mathematics and Engineering Cheng, Yumin cold-roll forming longitudinal strain cubic spline function cumulative chord elastic–plastic problem complex variable meshless method interpolating shape function singular weight function complete basis function mathematical model leased price total leased area data analysis residential land Beijing meshless method dimension splitting–interpolating moving least squares (DS-IMLS) method improved interpolating element-free Galerkin (IEFG) method potential problem traffic flow two-dimensional lattice hydrodynamic model driver’s predictive effect finite element method alkali-activated slag ceramsite compound insulation block ANSYS CFX thermal and mechanical performances indoor thermal environment dimension splitting method dimension splitting generalized interpolating element-free Galerkin method convection–diffusion–reaction problem deep learning hydrogel network mechanical property convolutional neural network self-avoiding walk personnel health monitoring construction site management smart helmet infrared temperature measurement temperature error compensation BP neural network COVID-19 peridynamics dual-horizon crack propagation variable horizon multi-grid car-following model visual angle model electronic throttle angle stability analysis heavy haul railway tunnel basement structure dynamic response characteristics defects the lattice hydrodynamic model control signal strong wind optimal estimation of flux difference integral improved element-free Galerkin method Helmholtz equation penalty method improved moving least-squares approximation n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries The present book contains 14 articles that were accepted for publication in the Special Issue “Numerical Computation, Data Analysis and Software in Mathematics and Engineering” of the MDPI journal Mathematics. The topics of these articles include the aspects of the meshless method, numerical simulation, mathematical models, deep learning and data analysis. Meshless methods, such as the improved element-free Galerkin method, the dimension-splitting, interpolating, moving, least-squares method, the dimension-splitting, generalized, interpolating, element-free Galerkin method and the improved interpolating, complex variable, element-free Galerkin method, are presented. Some complicated problems, such as tge cold roll-forming process, ceramsite compound insulation block, crack propagation and heavy-haul railway tunnel with defects, are numerically analyzed. Mathematical models, such as the lattice hydrodynamic model, extended car-following model and smart helmet-based PLS-BPNN error compensation model, are proposed. The use of the deep learning approach to predict the mechanical properties of single-network hydrogel is presented, and data analysis for land leasing is discussed. This book will be interesting and useful for those working in the meshless method, numerical simulation, mathematical model, deep learning and data analysis fields. 2022-08-12T12:52:22Z 2022-08-12T12:52:22Z 2022 book ONIX_20220812_9783036547770_103 9783036547770 9783036547787 https://directory.doabooks.org/handle/20.500.12854/91224 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/5870 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-4778-7 10.3390/books978-3-0365-4778-7 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036547770 9783036547787 272 Basel open access |
| spellingShingle | cold-roll forming longitudinal strain cubic spline function cumulative chord elastic–plastic problem complex variable meshless method interpolating shape function singular weight function complete basis function mathematical model leased price total leased area data analysis residential land Beijing meshless method dimension splitting–interpolating moving least squares (DS-IMLS) method improved interpolating element-free Galerkin (IEFG) method potential problem traffic flow two-dimensional lattice hydrodynamic model driver’s predictive effect finite element method alkali-activated slag ceramsite compound insulation block ANSYS CFX thermal and mechanical performances indoor thermal environment dimension splitting method dimension splitting generalized interpolating element-free Galerkin method convection–diffusion–reaction problem deep learning hydrogel network mechanical property convolutional neural network self-avoiding walk personnel health monitoring construction site management smart helmet infrared temperature measurement temperature error compensation BP neural network COVID-19 peridynamics dual-horizon crack propagation variable horizon multi-grid car-following model visual angle model electronic throttle angle stability analysis heavy haul railway tunnel basement structure dynamic response characteristics defects the lattice hydrodynamic model control signal strong wind optimal estimation of flux difference integral improved element-free Galerkin method Helmholtz equation penalty method improved moving least-squares approximation n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries Numerical Computation, Data Analysis and Software in Mathematics and Engineering |
| title | Numerical Computation, Data Analysis and Software in Mathematics and Engineering |
| title_full | Numerical Computation, Data Analysis and Software in Mathematics and Engineering |
| title_fullStr | Numerical Computation, Data Analysis and Software in Mathematics and Engineering |
| title_full_unstemmed | Numerical Computation, Data Analysis and Software in Mathematics and Engineering |
| title_short | Numerical Computation, Data Analysis and Software in Mathematics and Engineering |
| title_sort | numerical computation data analysis and software in mathematics and engineering |
| topic | cold-roll forming longitudinal strain cubic spline function cumulative chord elastic–plastic problem complex variable meshless method interpolating shape function singular weight function complete basis function mathematical model leased price total leased area data analysis residential land Beijing meshless method dimension splitting–interpolating moving least squares (DS-IMLS) method improved interpolating element-free Galerkin (IEFG) method potential problem traffic flow two-dimensional lattice hydrodynamic model driver’s predictive effect finite element method alkali-activated slag ceramsite compound insulation block ANSYS CFX thermal and mechanical performances indoor thermal environment dimension splitting method dimension splitting generalized interpolating element-free Galerkin method convection–diffusion–reaction problem deep learning hydrogel network mechanical property convolutional neural network self-avoiding walk personnel health monitoring construction site management smart helmet infrared temperature measurement temperature error compensation BP neural network COVID-19 peridynamics dual-horizon crack propagation variable horizon multi-grid car-following model visual angle model electronic throttle angle stability analysis heavy haul railway tunnel basement structure dynamic response characteristics defects the lattice hydrodynamic model control signal strong wind optimal estimation of flux difference integral improved element-free Galerkin method Helmholtz equation penalty method improved moving least-squares approximation n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| topic_facet | cold-roll forming longitudinal strain cubic spline function cumulative chord elastic–plastic problem complex variable meshless method interpolating shape function singular weight function complete basis function mathematical model leased price total leased area data analysis residential land Beijing meshless method dimension splitting–interpolating moving least squares (DS-IMLS) method improved interpolating element-free Galerkin (IEFG) method potential problem traffic flow two-dimensional lattice hydrodynamic model driver’s predictive effect finite element method alkali-activated slag ceramsite compound insulation block ANSYS CFX thermal and mechanical performances indoor thermal environment dimension splitting method dimension splitting generalized interpolating element-free Galerkin method convection–diffusion–reaction problem deep learning hydrogel network mechanical property convolutional neural network self-avoiding walk personnel health monitoring construction site management smart helmet infrared temperature measurement temperature error compensation BP neural network COVID-19 peridynamics dual-horizon crack propagation variable horizon multi-grid car-following model visual angle model electronic throttle angle stability analysis heavy haul railway tunnel basement structure dynamic response characteristics defects the lattice hydrodynamic model control signal strong wind optimal estimation of flux difference integral improved element-free Galerkin method Helmholtz equation penalty method improved moving least-squares approximation n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| url | ONIX_20220812_9783036547770_103 |