Edited Book:
This book is invited chapters only and more information can be found on the Springer Website Link
Title: Quantum Robustness in Artificial Intelligence,
Editor: Prof Muhammad Usman
Online Publication April 2026
Embedded Files
Book Chapters:
Efficient state preparation for quantum machine learning
Chris Nakhl, Maxwell West, Muhammad Usman
Publisher: Springer, Book Title: Quantum Robustness in Artificial Intelligence 2026
Book Webpage: Webpage
arXiv version: https://arxiv.org/abs/2601.09363
DOI Link: https://doi.org/10.1007/978-3-032-11153-1_13
Adversarial attack transferrability of quantum and classical classifiers
Muhammad Usman
Publisher: Springer, Book Title: Quantum Robustness in Artificial Intelligence 2026
Book Webpage: Webpage
DOI Link: https://doi.org/10.1007/978-3-032-11153-1_2
Adversarial Robustness Guarentees for Quantum Classifiers
Maxwell West, Neil Dowling, Angus Southwell, Azar C. Nakhl, Martin Sevior, Muhammad Usman, Kavan Modi
Publisher: Springer, Book Title: Quantum Robustness in Artificial Intelligence 2026
Book Webpage: Webpage
DOI Link: https://doi.org/10.1007/978-3-032-11153-1_7
Geometric Quantum Machine Learning
Maxwell West, Jamie Heredge, Martin Sevior, Muhammad Usman
Publisher: Springer, Book Title: Quantum Robustness in Artificial Intelligence 2026
Book Webpage: Webpage
DOI Link: https://doi.org/10.1007/978-3-032-11153-1_14
Quantum error correction and detection for quantum machine learning
Eromanga Adermann, Haiyue Kang, Martin Sevior, Muhammad Usman
Publisher: Springer, Book Title: Quantum Robustness in Artificial Intelligence 2026
Book Webpage: Webpage
arXiv version: https://arxiv.org/abs/2601.07223
DOI Link: https://doi.org/10.1007/978-3-032-11153-1_17
Adversarially robust quantum transfer learning
Amena Khatun, Muhammad Usman
Publisher: Springer, Book Title: Quantum Robustness in Artificial Intelligence 2026
Book Webpage: Webpage
arXiv version: https://arxiv.org/abs/2510.16301
DOI Link: https://doi.org/10.1007/978-3-032-11153-1_12
Quantum Machine Learning
Muhammad Usman
Publisher: Springer, Book Title: Quantum Technologies: Trends and Implications for Cyberdefence, 2025
Chapter Link: https://link.springer.com/chapter/10.1007/978-3-031-90727-2_8
Book Webpage: https://link.springer.com/book/9783031907265
arXiv version: https://arxiv.org/abs/2506.12292
QSimPy: A learning-centric simulation framework for quantum cloud resource management
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
Chapter 9, Publisher: Elsevier, Book Title: Quantum Computing: Principles and Paradigms, 2025, ISBN: 978-0-443-29096-1
Book Webpage: https://shop.elsevier.com/books/quantum-computing/buyya/978-0-443-29096-1
Quantum serverless paradigm and application development using the QFaaS framework
Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya
Chapter 8, Publisher: Elsevier, Book Title: Quantum Computing: Principles and Paradigms, 2025, ISBN: 978-0-443-29096-1
arXiv version: https://arxiv.org/abs/2407.02828
Book Webpage: https://shop.elsevier.com/books/quantum-computing/buyya/978-0-443-29096-1
Theory of the electronic structure of dilute bismide alloys: tight-binding and k.p models
Christopher A. Broderick, Muhammad Usman, and Eoin P. O'Reilly
Chapter 3, Book Title: Bismuth-containing Compounds
(ISBN: 978-1-4614-8121-8); Springer New York, Series in Materials Science; Volume 186, Pages: 55-88, 2013.
Size-dependent electronic and polarisation properties of multi-layer InAs quantum dot molecules
Muhammad Usman
Chapter 5, Book Title: Quantum Dot Molecules
(ISBN: 978-1-4614-8129-4); Springer New York, Lecture Notes in Nanoscale Science & Technology; Volume 14, Pages: 149-175, 2014.
S. Ahmed, N. Kharche, R. Rahman, M. Usman, S. Lee, H. Ryu, H. Bae, S. Clark, B. Haley, M. Naumov, F. Saied, M. Korkusinski, R. Kennel, M. McLennan, T. Boykin, and G. Klimeck,
(Springer Berlin Heidelberg) Encyclopedia of Complexity and Systems Science, pp. 1-69, 2015. [DOI: 10.1007/978-3-642-27737-5_343-2]
DOI: https://link.springer.com/referencework/10.1007/978-3-642-27737-5
Multimillion atom simulations with NEMO-3D (link to Springer website here)
Shaikh S. Ahmed*, Neerav Kharche*, Rajib Rahman*, Muhammad Usman*, Sunhee Lee, ..., Timothy Boykin, and Gerhard Klimeck, (*Authors with equal contributions),
Book Title: Encyclopedia of Complexity and Systems Science (ISBN: 978-0-3873-0440-3); Publisher: Springer New York Editor: Robert A. Meyers; Volume 6, pages 5745-5783, 2009.
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