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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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Médium: Online
Jazyk:angličtina
Vydáno: MDPI - Multidisciplinary Digital Publishing Institute 2022
Témata:
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
On-line přístup:ONIX_20220812_9783036547770_103
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Shrnutí: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.

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