{"product_id":"physics-of-ai-machine-rohan-verma-9798250766623","title":"Physics of AI \u0026 Machine Learning: From Fundamental Principles to Cutting-Edge Technologies","description":"\u003cp\u003eArtificial Intelligence is often explained through algorithms, code, and data. But beneath every neural network, every learning algorithm, and every AI model lies something deeper - \u003cb\u003ethe fundamental laws of physics\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eThe Physics Behind AI Hardware and Neural Networks\u003c\/i\u003e\u003c\/b\u003e reveals the hidden physical principles that make modern artificial intelligence possible. From semiconductor physics and quantum mechanics to statistical mechanics and nonlinear dynamics, this book bridges the gap between \u003cb\u003eAI, physics, and advanced computation\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eUnlike traditional AI books that focus only on software and programming, this book explores \u003cb\u003ehow the physical world enables intelligence in machines\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eReaders will discover how: \u003c\/p\u003e\u003cp\u003e- \u003cb\u003eSemiconductor physics and MOSFET transistors\u003c\/b\u003e power modern AI accelerators\u003cbr\u003e- \u003cb\u003eCMOS technology and neuromorphic chips\u003c\/b\u003e mimic the brain's computational architecture\u003cbr\u003e- \u003cb\u003ePhotonic computing\u003c\/b\u003e uses light to perform ultra-fast neural network calculations\u003cbr\u003e- \u003cb\u003eQuantum computing and quantum optics\u003c\/b\u003e open new frontiers for AI algorithms\u003cbr\u003e- \u003cb\u003eStatistical mechanics and information theory\u003c\/b\u003e explain how neural networks learn\u003cbr\u003e- \u003cb\u003eOptimization and thermodynamics\u003c\/b\u003e shape training algorithms like gradient descent and simulated annealing\u003cbr\u003e- \u003cb\u003eDynamical systems and chaos theory\u003c\/b\u003e influence deep learning stability\u003cbr\u003e- \u003cb\u003eEnergy landscapes and free energy principles\u003c\/b\u003e connect physics with machine intelligence\u003c\/p\u003e\u003cp\u003eThe book also explores the groundbreaking work behind modern AI, including \u003cb\u003eHopfield networks, Boltzmann machines, and deep learning\u003c\/b\u003e, along with the \u003cb\u003e2024 Nobel Prize in Physics contributions to neural network theory\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eMoving beyond theory, the final chapters explore how AI is transforming \u003cb\u003ephysics research itself\u003c\/b\u003e, from high-energy particle physics to material discovery and quantum technologies.\u003c\/p\u003e\u003cbr\u003eWhat You Will Learn\u003cp\u003e- The \u003cb\u003ephysics of AI hardware\u003c\/b\u003e and semiconductor devices\u003cbr\u003e- How \u003cb\u003estatistical mechanics explains deep learning\u003c\/b\u003e\u003cbr\u003e- The role of \u003cb\u003einformation theory in neural networks\u003c\/b\u003e\u003cbr\u003e- Physics-based perspectives on \u003cb\u003eoptimization and learning algorithms\u003c\/b\u003e\u003cbr\u003e- \u003cb\u003eNeuromorphic, photonic, and quantum computing\u003c\/b\u003e architectures for AI\u003cbr\u003e- The connection between \u003cb\u003eenergy landscapes, chaos, and training dynamics\u003c\/b\u003e\u003cbr\u003e- How AI is accelerating discoveries in \u003cb\u003emodern physics\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003eWho This Book Is For\u003cp\u003eThis book is ideal for: \u003c\/p\u003e\u003cp\u003e- Physics students curious about artificial intelligence\u003cbr\u003e- AI researchers interested in the \u003cb\u003efundamental science behind machine learning\u003c\/b\u003e\u003cbr\u003e- Engineers working on \u003cb\u003eAI hardware and accelerators\u003c\/b\u003e\u003cbr\u003e- Researchers exploring \u003cb\u003equantum computing, photonics, and neuromorphic systems\u003c\/b\u003e\u003cbr\u003e- Anyone fascinated by the intersection of \u003cb\u003ephysics, computation, and intelligence\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eArtificial intelligence is not just software - it is a \u003cb\u003ephysical phenomenon governed by the laws of nature\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eUnderstanding these laws may be the key to building the next generation of intelligent machines.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Rohan Verma\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798250766623\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/04\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 54\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.19lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.11d","brand":"Rohan Verma","offers":[{"title":"Paperback","offer_id":48588448268543,"sku":"9798250766623","price":11.49,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/physics-of-ai-machine-rohan-verma-9798250766623","provider":"WR Book House","version":"1.0","type":"link"}