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Domain-informed Machine Learning for Smart Manufacturing

Qiang Huang
Springer International Publishing
96.29 € · Hardcover

machine learning and smart manufacturing smart manufacturing textbook Domain-Informed Small-Sample Machine Learning Contextualized Representation and Dimension Reduction Domain-Informed Transfer Learning Quality Control Additive Manufacturing Personalized Manufacturing Nanomanufacturing

This book introduces the state-of-the-art understanding on domain-informed machine learning (DIML) for advanced manufacturing. Methods and case studies presented in this volume show how complicated engineering phenomena and mechanisms are integrated into machine learning problem formulation and meth...

Domain-informed Machine Learning for Smart Manufacturing

Qiang Huang
Springer International Publishing
96.29 € · eBook

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