05095nam 2201117z- 450 991058593960332120220812(CKB)5600000000483086(oapen)https://directory.doabooks.org/handle/20.500.12854/91224(oapen)doab91224(EXLCZ)99560000000048308620202208d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierNumerical Computation, Data Analysis and Software in Mathematics and EngineeringBaselMDPI - Multidisciplinary Digital Publishing Institute20221 online resource (272 p.)3-0365-4777-0 3-0365-4778-9 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.Information technology industriesbicsscalkali-activated slag ceramsite compound insulation blockANSYS CFXbasement structureBeijingBP neural networkcar-following modelcold-roll formingcomplete basis functioncomplex variable meshless methodconstruction site managementcontrol signalconvection-diffusion-reaction problemconvolutional neural networkCOVID-19crack propagationcubic spline functioncumulative chorddata analysisdeep learningdefectsdimension splitting generalized interpolating element-free Galerkin methoddimension splitting methoddimension splitting-interpolating moving least squares (DS-IMLS) methoddriver's predictive effectdual-horizondynamic response characteristicselastic-plastic problemelectronic throttle anglefinite element methodheavy haulHelmholtz equationhydrogel networkimproved element-free Galerkin methodimproved interpolating element-free Galerkin (IEFG) methodimproved moving least-squares approximationindoor thermal environmentinfrared temperature measurementinterpolating shape functionleased pricelongitudinal strainmathematical modelmechanical propertymeshless methodmulti-gridn/aoptimal estimation of flux difference integralpenalty methodperidynamicspersonnel health monitoringpotential problemrailway tunnelresidential landself-avoiding walksingular weight functionsmart helmetstability analysisstrong windtemperature error compensationthe lattice hydrodynamic modelthermal and mechanical performancestotal leased areatraffic flowtwo-dimensional lattice hydrodynamic modelvariable horizonvisual angle modelInformation technology industriesCheng Yuminedt1314130Cheng YuminothBOOK9910585939603321Numerical Computation, Data Analysis and Software in Mathematics and Engineering3031741UNINA