LEADER 05095nam 2201117z- 450 001 9910585939603321 005 20220812 035 $a(CKB)5600000000483086 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/91224 035 $a(oapen)doab91224 035 $a(EXLCZ)995600000000483086 100 $a20202208d2022 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aNumerical Computation, Data Analysis and Software in Mathematics and Engineering 210 $aBasel$cMDPI - Multidisciplinary Digital Publishing Institute$d2022 215 $a1 online resource (272 p.) 311 08$a3-0365-4777-0 311 08$a3-0365-4778-9 330 $aThe 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. 606 $aInformation technology industries$2bicssc 610 $aalkali-activated slag ceramsite compound insulation block 610 $aANSYS CFX 610 $abasement structure 610 $aBeijing 610 $aBP neural network 610 $acar-following model 610 $acold-roll forming 610 $acomplete basis function 610 $acomplex variable meshless method 610 $aconstruction site management 610 $acontrol signal 610 $aconvection-diffusion-reaction problem 610 $aconvolutional neural network 610 $aCOVID-19 610 $acrack propagation 610 $acubic spline function 610 $acumulative chord 610 $adata analysis 610 $adeep learning 610 $adefects 610 $adimension splitting generalized interpolating element-free Galerkin method 610 $adimension splitting method 610 $adimension splitting-interpolating moving least squares (DS-IMLS) method 610 $adriver's predictive effect 610 $adual-horizon 610 $adynamic response characteristics 610 $aelastic-plastic problem 610 $aelectronic throttle angle 610 $afinite element method 610 $aheavy haul 610 $aHelmholtz equation 610 $ahydrogel network 610 $aimproved element-free Galerkin method 610 $aimproved interpolating element-free Galerkin (IEFG) method 610 $aimproved moving least-squares approximation 610 $aindoor thermal environment 610 $ainfrared temperature measurement 610 $ainterpolating shape function 610 $aleased price 610 $alongitudinal strain 610 $amathematical model 610 $amechanical property 610 $ameshless method 610 $amulti-grid 610 $an/a 610 $aoptimal estimation of flux difference integral 610 $apenalty method 610 $aperidynamics 610 $apersonnel health monitoring 610 $apotential problem 610 $arailway tunnel 610 $aresidential land 610 $aself-avoiding walk 610 $asingular weight function 610 $asmart helmet 610 $astability analysis 610 $astrong wind 610 $atemperature error compensation 610 $athe lattice hydrodynamic model 610 $athermal and mechanical performances 610 $atotal leased area 610 $atraffic flow 610 $atwo-dimensional lattice hydrodynamic model 610 $avariable horizon 610 $avisual angle model 615 7$aInformation technology industries 700 $aCheng$b Yumin$4edt$01314130 702 $aCheng$b Yumin$4oth 906 $aBOOK 912 $a9910585939603321 996 $aNumerical Computation, Data Analysis and Software in Mathematics and Engineering$93031741 997 $aUNINA