Digital Twins of Advanced Materials Processing
Autor Tarasankar DebRoy, Tuhin Mukherjeeen Limba Engleză Paperback – 2026
- Describes the building components of digital twins, their assembly, testing and validation, and applications in advanced materials processing such as additive manufacturing and fusion welding
- Delivers data-driven insights about material qualities and manufacturing processes, as well as insights into enhancing the structure and properties of parts
- Spans several interdisciplinary fields, including materials science, manufacturing engineering, data analytics, and computer science
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Specificații
ISBN-13: 9780443329180
ISBN-10: 0443329184
Pagini: 300
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443329184
Pagini: 300
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction
2. Building blocks of a digital twin
3. Mechanistic models
4. Surrogate and reduced order models
5. Machine learning and deep learning
6. Statistical models
7. Control models
8. Testing and case studies
9. Current status, research needs, and outlook
2. Building blocks of a digital twin
3. Mechanistic models
4. Surrogate and reduced order models
5. Machine learning and deep learning
6. Statistical models
7. Control models
8. Testing and case studies
9. Current status, research needs, and outlook