{"product_id":"computational-seismology-and-physics-informed-ai-sanzaya-patel-9798183845372","title":"Computational Seismology and Physics-Informed AI: Volume II: Rate-and-State Friction, Physics-Informed Neural Networks, and Hidden Stress Inference","description":"\u003cb\u003eComputational Seismology and Physics-Informed AI\u003cbr\u003eVolume II: Rate-and-State Friction, Physics-Informed Neural Networks, and Hidden Stress Inference\u003c\/b\u003e\u003cp\u003eThe most critical processes governing earthquakes are often invisible.\u003c\/p\u003e\u003cp\u003eDeep within the Earth's crust, faults evolve through frictional memory, stress transfer, fluid interactions, and nonlinear state transitions long before rupture occurs. While modern sensors generate unprecedented volumes of geophysical data, the true challenge lies in inferring the hidden physical states that control seismic behavior.\u003c\/p\u003e\u003cp\u003eVolume II explores the frontier where fault mechanics meets artificial intelligence.\u003c\/p\u003e\u003cp\u003eCombining Rate-and-State Friction theory, thermo-poroelastic processes, Coulomb stress transfer, Physics-Informed Neural Networks (PINNs), neural inversion, graph neural networks, and hybrid AI architectures, this volume presents a rigorous framework for understanding, modeling, and inferring the evolving condition of fault systems.\u003c\/p\u003e\u003cp\u003eThrough mathematical derivations, computational workflows, real-world case studies, and emerging research directions, readers will discover how modern computational intelligence can be integrated with physical laws to transform seismic analysis and forecasting.\u003c\/p\u003e\u003cp\u003eDesigned for researchers, engineers, geophysicists, data scientists, and graduate students, this volume serves as the bridge between classical earthquake physics and the next generation of intelligent Earth-system modeling.\u003c\/p\u003e\u003cp\u003eThe future of earthquake science lies not only in observing the Earth-but in understanding the hidden states that govern its evolution.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sanzaya Patel\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798183845372\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/23\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 434\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.20lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.88d","brand":"Sanzaya Patel","offers":[{"title":"Paperback","offer_id":49173888532735,"sku":"9798183845372","price":34.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/computational-seismology-and-physics-informed-ai-sanzaya-patel-9798183845372","provider":"WR Book House","version":"1.0","type":"link"}