Quantum Material Discovery: The New Era of Room-Temperature Superconductivity -II: Navigating the Combinatorial Explosion through Quantum Annealing, ... Quantum Materials Discovery Series, Band 2) - Softcover

Inhaltsangabe

Quantum Material Discovery
Volume II:AI-Guided Discovery, Validation, and Room-Temperature Superconductors

Scientific discovery is entering a new era—one where artificial intelligence, computational physics, and intelligent optimization work together to accelerate the search for materials that could redefine modern technology.

Quantum Material Discovery – Volume II transforms the scientific foundations established in Volume I into a complete computational discovery workflow. From Bayesian optimization and active learning to phonon stability, convex hull analysis, synthesizability, and AI-guided candidate selection, this volume demonstrates how modern computational methods dramatically reduce the search space for next-generation quantum materials.

Through real-world case studies, computational validation strategies, and an integrated discovery pipeline, readers gain practical insight into how machine learning, first-principles simulation, and quantum-inspired optimization can be combined to identify promising superconducting materials for future experimental investigation.

Designed for graduate students, researchers, computational physicists, materials scientists, AI practitioners, and engineers, this volume presents a rigorous roadmap for one of the fastest-growing frontiers in scientific computing: AI-driven quantum materials discovery.

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