Titlebook: Computational Mechanics with Neural Networks; Genki Yagawa,Atsuya Oishi Book 2021 The Editor(s) (if applicable) and The Author(s), under e

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书目名称Computational Mechanics with Neural Networks影响因子(影响力)




书目名称Computational Mechanics with Neural Networks影响因子(影响力)学科排名




书目名称Computational Mechanics with Neural Networks网络公开度




书目名称Computational Mechanics with Neural Networks网络公开度学科排名




书目名称Computational Mechanics with Neural Networks被引频次




书目名称Computational Mechanics with Neural Networks被引频次学科排名




书目名称Computational Mechanics with Neural Networks年度引用




书目名称Computational Mechanics with Neural Networks年度引用学科排名




书目名称Computational Mechanics with Neural Networks读者反馈




书目名称Computational Mechanics with Neural Networks读者反馈学科排名

现晕光

Other Algorithms and Systemsork well as the neural networks. In addition, neural networks are often combined with other machine learning algorithms. This chapter describes several algorithms, which are often combined with or compared with neural networks, including the genetic algorithm (GA), the genetic programming (GP), the

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火光在摇曳

Identifications of Analysis Parametersanalysis (Sect. .), the parameter identification in the augmented Lagrangian method (Sect. .), the predictor-corrector method using the neural networks (Sect. .), and the contact stiffness estimation (Sect. .).

妈妈不开心

Solvers and Solution Methodsnt methods using mutually connected neural networks (Sects. . and .), the structural re-analysis (Sect. .), the simulations of global flexibility and element stiffness (Sect. .), the domain decomposition (Sect. .), the contact search (Sect. .), the physics-informed neural networks (Section .), etc.

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Structural Identification applications of neural networks to nondestructive evaluation, Sect. . the estimation of stable crack growth, Sect. . the prediction of failure mechanism in power plant components, Sect. . the identification of beam structure, and Sect. . the prediction of beam-mass vibration. Various researches cat

记成蚂蚁

Structural Optimizationimization algorithms such as genetic algorithms or evolutionary algorithms. Discussed are neural networks applied to the topology and shape optimization (Sect. .), the preform tool shape optimization (Sect. .), the structural optimization using neural networks and evolutionary methods (Sect. .), the

laparoscopy

Other AI Technologies for Computational Mechanicsiscussed in Chaps. . through .. Topics given here include the parameter identification of constitutive model using evolutionary algorithm (Sect. .), the construction of constitutive model using genetic programming (Sect. .), the data-driven analysis (Sect. .), the numerical quadrature using symbolic

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