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Quantum Machine Learning: Concepts and possibilities (IOP Series in Quantum Technology) - Tapa dura

Hamilton, Kathleen E.; Delgado, Andrea

 
9780750349505: Quantum Machine Learning: Concepts and possibilities (IOP Series in Quantum Technology)
Tapa dura
ISBN 10: 0750349506 ISBN 13: 9780750349505
Editorial: IOP Publishing, 2025

Sinopsis

The scope of the book spans from the fundamental postulates of quantum mechanics and quantum algorithms that underpin QML, to advanced topics including variational quantum algorithms, quantum neural networks, and quantum generative models. It covers both the theoretical formulations, such as expressivity, generalization bounds, and kernel methods, and practical applications, ranging from optimization and pattern recognition to simulation and sensing. The text also explores hybrid quantum-classical workflows, error mitigation strategies, and benchmarks that connect algorithmic development to near-term hardware implementations. By the end of this book, readers gain a holistic view of the current state, promises, and challenges of QML, as well as directions for future research in this rapidly evolving field.

Key Features:

  • A chapter on quantum generative models.
  • Accessible reference text useful for both students and researchers.
  • Case studies

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
IOP Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
0750349506
ISBN 13 
9780750349505
Encuadernación
Tapa dura
Número de páginas
136
Contacto del fabricante
no disponible
Persona responsable
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