Computational Mechanics with Neural Networks

Part I: Machine Learning Technologies for Computational Mechanics.-Chapter 1. Computers and Network.- Chapter 2. Feedforward Neural Networks.- Chapter 3. Deep Learning.- Chapter 4. Mutually Connected Neural Networks.- Chapter 5. Other Neural Networks.-Chapter 6. Other Algorithms and Systems.- Part II Applications: Chapter 7. Introductory Remarks. Chapter 8. Constitutive Models.- Chapter 9. Numerical Quadrature.- Chapter 10. Identifications of Analysis Parameters.

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• Física estatística
• Engenharia mecânica
• Mecânica clássica
• Modelação matemática
• Aprendizagem mecânica

Computers and Network;Deep Learning;Neural Network;Viscoplastic Constitutive Equations;Numerical Quadrature