Machine Learning in the Analysis of Solid Deformation, Fatigue and Fracture

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- Provides a systematic summary of machine learning methods applied to solid deformation, fatigue and fracture analysis - Fills a clear gap in the literature by applying machine learning to deformation, fatigue, and fracture analysis in solid mechanics - Introduces the application of physics-informed machine learning in multiaxial fatigue life prediction - Introduces the application of physics-informed machine learning in predicting the fatigue life of additively manufactured metallic metals - Includes numerous practical examples and case studies and draws on the authors’ extensive experience in multiscale simulation of solid materials and fatigue life prediction

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