Quantum Computing and Artificial Intelligence
Description
This book explores the essential role of quantum computing and artificial intelligence in advancing healthcare. This comprehensive guide explores the practical applications and real-world use cases, exploring their transformative potential across various sectors. It covers nanodiagnostic tools known for accuracy, along with advanced imaging techniques. Through real-world examples, it offers valuable insights on nanomaterials to improve medical solutions.
This book is divided into three sections. The first section examines the fundamentals of quantum computing and its practical applications. The second section explores how quantum computing offers a myriad of opportunities to various industries, transitions between classical and quantum networks, and post-quantum cryptography. The third section further explores the exciting potential of quantum machine learning for Industry 4.0, as well as the applications of quantum computing and AI applications in the emerging Industry 5.0 landscape.
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Persons
Pethura Raj, Ph.D., is the chief architect at Reliance Jio Platforms Ltd., Bangalore, India. His research focuses on the Internet of Things (IoT), artificial intelligence (AI), model optimization techniques, etc.
B. Sundaravadivazhagan, Ph.D., is a faculty member in the Department of Information Technology, University of Technology and Applied Science-AL Mussanah, Muladdah, Oman. His research interests include the Internet of Things, artificial intelligence and machine learning, deep learning, cloud computing, and cyber security.
Mariya Quaissa, Ph.D., is a professor of cybersecurity and networks at Cadi Ayyad University in Marrakech, Morocco. Her main research focuses on IoT, M2M, D2D, WSN, cellular networks, and vehicular networks.
V. Kavitha, Ph.D., is an assistant professor in the Department of Computer Science with Cognitive Systems, Sri Ramakrishna College of Arts & Science, Coimbatore, Tamil Nadu, India. Her research interests include cyber security, IoT security, artificial intelligence, machine learning, and deep learning.
K. Shantha Kumari, Ph.D., works in the Department of Data Science and Business Systems, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, India. Her research interests include data science, big data analytics, AI for good, blockchain, and cryptography.
Content
Preface xxvii
Introduction to Quantum Computing 1
Vinoj J., Swathika R., Gavaskar S. and K. B. Manikandan
Part 1: Quantum Computing Fundamentals and Applications 47
1 Quantum Computers-Real-World Applications and Challenges 49
Gnanasankaran Natarajan, Shirley Chellathurai Pon Anna Bai, Sandhya Soman and Elakkiya Elango
2 Post-Quantum Cryptography Methods 77
M. Kundalakesi and M. Renuka Devi
3 Unlocking Revolutionary Use Cases and Data Privacy Controls Throughout Quantum Computing and Blockchain 99
Rihab Benaich, Saida El Mendili and Youssef Gahi
4 Exploring Quantum Computing in Weather Forecasting: Leveraging Optimization Algorithms for Long-Term Accuracy 139
J. Loveline Zeema, Deepa S., Kirubanand V.B., Teena Jose and Kalpana P.
5 How AI Empowers Quantum Computing 163
S. Subbaiah and M. Kavitha
6 Safeguarding Information Security: The Imperative Role of Quantum Random Number Generation 177
Thanga Helina Stalin, Sreejith Balakrishnan, Berin Jeba Jingle I. and Shirley Chellathurai Pon Anna Bai
7 The Establishment of Quantum Networks 207
Deepa S., Loveline Zeema J., Vinay M., Jayapriya J. and B. Sundaravadivazhagan
8 Foundations of Quantum Computing and Machine Learning 225
K.C. Prabu Shankar, Chandraprabha K., K. Senthil Raja and P. Kanmani
9 Quantum Computing AI for Climate Modeling 247
K. Deeba, S.R. Ramya, B.G. Geetha and K. Shantha Kumari
10 An Outlook on Universal Quantum Computers 261
M. Jaithoon Bibi, V. Kavitha, V. Krishnapriya, K. Gowri and S. Manoj
Part 2: Quantum Computing and Security 291
11 Establishment of Secure Quantum Network Communication with Cryptography Algorithm 293
S. Padmanayaki, K. Geetha, S. Sophia, P. Jayasuriya, Khan Mohammad Jarina Begum and M. Balasaraswathi
12 Quantum Computing in Industry: Unveiling Applications and Opportunities 305
N.A. Natraj, B. Sundaravadivazhagan, R. Sarathkumar, Harishchander Anandaram and Sarala Patchala
13 A Secure Transition Perspective on the Expectations and Benefits of Quantum Networks Over Classical Networks 331
S. Mayukha and R. Vadivel
14 Beyond Classical Limits: Exploring the Promise of Post-Quantum Cryptography 373
M. G. Divyajyothi, Rachappa Jopate and B. Sundaravadivazhagan
15 Quantum Computing's Implications for Cybersecurity 395
Gowri K., S. Jawahar, V. Kavitha, B. L. Shivakumar and M. Jaithoon Bibi
Part 3: Quantum Computing Innovations and Future Perspectives 415
16 Quantum Machine Learning for Industry 4.0 417
Indu Bala, Kiran Ahuja and Maad M. Mijwil
17 Quantum Computing and AI Applications in Industry 5.0 Use Cases 435
Jihane Gharib and Youssef Gahi
18 Quantum Artificial Intelligence (QAI) Paradigm for Voice-Controlled Devices 465
Aswani S. and E. Chandra
19 Exploring the Entrepreneurial Opportunities Arising from AI-Driven Quantum Computing Advancements 497
M. Ashok Kumar, Aliyu Mohammed, M. Marimuthu and B. Sundaravadivazhagan
Index 523
