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

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

Paperback (01 Jan 2026)

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Publisher's Synopsis

Machine Learning for Solid Mechanics fills a clear gap in literature by applying machine learning to deformation, fatigue, and fracture analysis in solid mechanics. The book's focus on complex mechanisms and coupling phenomena, discussed with practical examples, makes it a valuable resource for advanced researchers. Practical examples and case studies enable readers to understand both the underlying engineering problems and the application of machine learning methods to enhance fatigue life prediction analysis for solid materials and structures.

Book information

ISBN: 9780443446153
Publisher: Elsevier Science
Imprint: Elsevier
Pub date:
Language: English
Number of pages: 350
Weight: -1g