Machine-learning-based computation in materials innovation, performance optimization, and sustainability offers exciting opportunities at the mesoscale research frontier. Molecular Mechanisms in Materials presents research findings and insights about material behavior at the molecular level and its impact on macroscopic properties. The book's fifteen essays represent author Sidney Yip's work in atomistic modeling and materials simulation over more than five decades. The phenomena are grouped into five basic types: fluctuations in simple fluids, crystal melting, plasticity and fracture, glassy relaxations, and amorphous rheology, all focused on molecular mechanisms in base materials.
The organizing principle of Molecular Mechanisms in Materials is multiscale modeling and simulation, where conceptual models and simulation techniques are linked across the micro-to-macro length and time scales to control the outcome of specific materials processes. Each essay addresses a specific standalone topic of materials phenomena while also recognizing the larger context of materials science and technology. Individual case studies serve both as standalone essays and companion pieces to each other. Indeed, the global transformation of science and technology is well underway: in his epilogue, Yip discusses the potential of artificial intelligence and machine learning to enhance future materials for societal benefits in the face of global challenges such as climate change, energy sustainability, infrastructure renewal, and nuclear arms control.
eBook - ePub
Molecular Mechanisms in Materials
Insights from Atomistic Modeling and Simulation
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
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Subtopic
Atomic & Molecular PhysicsTable of contents
- Cover Page
- Title Page
- Copyright Page
- Dedication
- Table of Contents
- Preface
- Prologue: Computational Materials
- I: Liquid Fluctuations
- II: Melting Scenarios
- III: Strength, Deformation, Toughness
- IV: Viscous Relaxation
- V: Soft-Matter Rheology
- Epilogue: Toward Materials Complexity: Dynamical Heterogeneities
- Index
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Yes, you can access Molecular Mechanisms in Materials by Sidney Yip in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Atomic & Molecular Physics. We have over 1.5 million books available in our catalogue for you to explore.