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Numerical Computation, Data Analysis and Software in Mathematics and Engineering

Numerical Computation, Data Analysis and Software in Mathematics and Engineering

Hardcover

General Computers

ISBN10: 3036547770
ISBN13: 9783036547770
Publisher: Mdpi Ag
Published: Jul 26 2022
Pages: 272
Weight: 1.73
Height: 0.88 Width: 6.69 Depth: 9.61
Language: English

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.

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