Exploring The Fusion Of Quantum Computing And Machine Learning
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Exploring The Fusion Of Quantum Computing And Machine Learning
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Author : R.I., Minu
language : en
Publisher: IGI Global
Release Date : 2025-04-17
Exploring The Fusion Of Quantum Computing And Machine Learning written by R.I., Minu and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-17 with Computers categories.
The fusion of quantum computing and machine learning holds the potential to revolutionize how we solve complex problems. Quantum computing, with its ability to process vast amounts of data through the principles of quantum mechanics, could accelerate machine learning algorithms, enabling faster and more efficient pattern recognition, optimization, and decision-making. This convergence helps overcome limitations faced by classical computing in fields like artificial intelligence, drug discovery, cryptography, and more. As researchers continue to explore this fusion, the potential applications of quantum-enhanced machine learning increase, opening new possibilities for innovation and problem-solving across industries. Exploring the Fusion of Quantum Computing and Machine Learning explores the revolutionary fusion of quantum computing and machine learning. It examines practical applications, demonstrating how the integration of quantum computing and machine learning algorithms can reveal new solutions for complex problems, paving the way for advancements in various fields. This book covers topics such as neural networks, online marketing, and quantum systems, and is a useful resource for computer engineers, energy scientists, marketers, business owners, medical professionals, academicians, and researchers.
Machine Learning Meets Quantum Physics
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Author : Kristof T. Schütt
language : en
Publisher: Springer Nature
Release Date : 2020-06-03
Machine Learning Meets Quantum Physics written by Kristof T. Schütt and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-03 with Science categories.
Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the ability to calculate accurate microscopic properties, such as energies, forces and electrostatic multipoles of specific configurations, as well as efficient sampling of potential energy surfaces to obtain corresponding macroscopic properties. Tools that can provide this are accurate first-principles calculations rooted in quantum mechanics, and statistical mechanics, respectively. Unfortunately, they come at a high computational cost that prohibits calculations for large systems and long time-scales, thus presenting a severe bottleneck both for searching the vast chemical compound space and the stupendously many dynamical configurations that a molecule can assume. To overcome this challenge, recently there have been increased efforts to accelerate quantum simulations with machine learning (ML). This emerging interdisciplinary community encompasses chemists, material scientists, physicists, mathematicians and computer scientists, joining forces to contribute to the exciting hot topic of progressing machine learning and AI for molecules and materials. The book that has emerged from a series of workshops provides a snapshot of this rapidly developing field. It contains tutorial material explaining the relevant foundations needed in chemistry, physics as well as machine learning to give an easy starting point for interested readers. In addition, a number of research papers defining the current state-of-the-art are included. The book has five parts (Fundamentals, Incorporating Prior Knowledge, Deep Learning of Atomistic Representations, Atomistic Simulations and Discovery and Design), each prefaced by editorial commentary that puts the respective parts into a broader scientific context.
Supervised Learning With Quantum Computers
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Author : Maria Schuld
language : en
Publisher: Springer
Release Date : 2018-08-30
Supervised Learning With Quantum Computers written by Maria Schuld and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-30 with Science categories.
Quantum machine learning investigates how quantum computers can be used for data-driven prediction and decision making. The books summarises and conceptualises ideas of this relatively young discipline for an audience of computer scientists and physicists from a graduate level upwards. It aims at providing a starting point for those new to the field, showcasing a toy example of a quantum machine learning algorithm and providing a detailed introduction of the two parent disciplines. For more advanced readers, the book discusses topics such as data encoding into quantum states, quantum algorithms and routines for inference and optimisation, as well as the construction and analysis of genuine ``quantum learning models''. A special focus lies on supervised learning, and applications for near-term quantum devices.
Ethereal Paths Exploring Computational Splendors
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date :
Ethereal Paths Exploring Computational Splendors written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Dive into the enchanting world of computational splendors with "Ethereal Paths." This captivating book takes you on a mesmerizing journey through the intricate and versatile realm of spline functions, unlocking the hidden beauty and power of mathematical curves and surfaces. These splines, often lurking behind the scenes in our digital experiences, are the unspoken heroes of computer-aided design, animation, 3D modeling, and so much more. "Ethereal Paths" peels back the layers to reveal their vital role in shaping the technology we use every day. With a keen focus on demystifying the mathematical foundations of splines, this book makes complex concepts accessible to all readers. Whether you're a mathematics enthusiast or a design professional, you'll find the explanations clear, engaging, and thought-provoking. But "Ethereal Paths" is not just a mathematical journey; it's a celebration of the creative potential unlocked by spline technology. From stunning works of digital art to practical applications in medical imaging and financial modeling, splines are at the heart of innovation across various fields. Each chapter of this book uncovers a new facet of spline technology, from the historical evolution of splines to their future in quantum computing and environmental modeling. The narrative is brought to life with vivid real-world examples, case studies, and creative projects that showcase the versatility of splines. Whether you're a seasoned professional or a curious explorer, "Ethereal Paths" invites you to embrace the beauty and potential that lie along the uncharted trajectories of computational splendors. Get ready to embark on a journey that combines mathematics, creativity, and innovation like never before. This book is your ticket to a world where the ethereal paths of splines come to life.
Astro Numerology Fusion Exploring Cosmic Connections
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Author : Mitchel P. Whiteside
language : en
Publisher: Gavin Jay Maureemootoo
Release Date : 2024-10-26
Astro Numerology Fusion Exploring Cosmic Connections written by Mitchel P. Whiteside and has been published by Gavin Jay Maureemootoo this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Fiction categories.
Explore the intriguing world of Numerology and Astrology fusion in this comprehensive book. From understanding the basics to delving into advanced practices, learn how to apply these cosmic connections in daily life, relationships, and personal growth. Discover the compatibility between Numerology and Astrology, harness their energies for manifestation and success, and gain insights into the future of these ancient practices for holistic wellbeing. Embrace the power of numbers and planetary influences to enhance every aspect of your life.
Quantum Computing And Artificial Intelligence
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Author : Pethuru Raj
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-05
Quantum Computing And Artificial Intelligence written by Pethuru Raj and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Computers categories.
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.
The Quantum Enigma Unraveling The Mysteries Of Reality
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Author : Guillaume Lessard
language : en
Publisher: iD01t Productions
Release Date : 2025-02-15
The Quantum Enigma Unraveling The Mysteries Of Reality written by Guillaume Lessard and has been published by iD01t Productions this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-15 with Science categories.
The Quantum Enigma: Unraveling the Mysteries of Reality Unlock the secrets of the universe with The Quantum Enigma: Unraveling the Mysteries of Reality, a groundbreaking journey into the heart of quantum mechanics, consciousness, and the fabric of reality. Whether you are a science enthusiast or a curious explorer, this book will captivate your mind and ignite your imagination. 🔮 Discover the Wonders of Quantum Mechanics: Dive into the bizarre world of quantum particles, where matter can be in two places at once, and entangled particles communicate instantly across vast distances. Uncover the mysteries of Schrödinger’s cat, wave-particle duality, and the mind-bending double-slit experiment. 💡 Explore Cutting-Edge Technologies and Innovations: Learn how quantum computers are solving problems that even the world’s fastest supercomputers cannot. Discover the unbreakable security of quantum cryptography and its potential to revolutionize communication. Explore how quantum sensors are reshaping medical diagnostics, navigation, and environmental monitoring. 🧠 Challenge Your Perception of Reality: Journey through the multiverse and uncover the possibility of parallel worlds. Examine the deep connection between consciousness and quantum physics – can the human mind influence reality? Explore theories like quantum teleportation and time travel, once considered science fiction, now at the cutting edge of research. 🌟 Why You’ll Love This Book: ✅ Clear and Engaging: Complex quantum concepts explained in simple, accessible language. ✅ Real-World Applications: Understand how quantum technology is already transforming industries. ✅ Mind-Expanding Insights: Explore the philosophical implications of quantum physics on free will, consciousness, and the nature of reality. ✅ Latest Research: Stay updated with groundbreaking experiments and scientific discoveries. 💥 Perfect For: Science enthusiasts eager to understand quantum mechanics without complex math. Technology lovers curious about the future of quantum computing and AI. Philosophers and thinkers intrigued by the mysteries of existence and consciousness. Students and professionals in STEM fields seeking a comprehensive yet readable guide to quantum phenomena. ✨ Get ready to question everything you know about reality. The quantum world is stranger, more beautiful, and more thrilling than you ever imagined. 🚀 Buy The Quantum Enigma: Unraveling the Mysteries of Reality today and step into a universe of endless possibilities!
Quantum Computing And Supply Chain Management A New Era Of Optimization
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Author : Hassan, Ahdi
language : en
Publisher: IGI Global
Release Date : 2024-07-23
Quantum Computing And Supply Chain Management A New Era Of Optimization written by Hassan, Ahdi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-23 with Computers categories.
Today's supply chains are becoming more complex and interconnected. As a result, traditional optimization engines struggle to cope with the increasing demands for real-time order fulfillment and inventory management. With the expansion and diversification of supply chain networks, these engines require additional support to handle the growing complexity effectively. This poses a significant challenge for supply chain professionals who must find efficient and cost-effective solutions to streamline their operations and promptly meet customer demands. Quantum Computing and Supply Chain Management: A New Era of Optimization offers a transformative solution to these challenges. By harnessing the power of quantum computing, this book explores how supply chain planners can overcome the limitations of traditional optimization engines. Quantum computing's ability to process vast amounts of data from IoT sensors in real time can revolutionize inventory management, resource allocation, and logistics within the supply chain. It provides a theoretical framework and practical examples to illustrate how quantum algorithms can enhance transparency, optimize dynamic inventory allocation, and improve supply chain resilience.
Machine Learning With Quantum Computers
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Author : Maria Schuld
language : en
Publisher: Springer Nature
Release Date : 2021-10-17
Machine Learning With Quantum Computers written by Maria Schuld and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-17 with Science categories.
This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The book aims at an audience of computer scientists and physicists at the graduate level onwards. The second edition extends the material beyond supervised learning and puts a special focus on the developments in near-term quantum machine learning seen over the past few years.
Intelligent Sustainable Systems
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Author : Atulya Nagar
language : en
Publisher: Springer Nature
Release Date : 2025-08-02
Intelligent Sustainable Systems written by Atulya Nagar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-02 with Computers categories.
This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2024) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management Prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in four volumes. The book is helpful for active researchers and practitioners in the field.