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Uncertainty Quantification of Stochastic Defects in Materials (Emerging Materials and Technologies) - Softcover

Buch 17 von 50: Emerging Materials and Technologies

Chu, Liu

 
9781032128757: Uncertainty Quantification of Stochastic Defects in Materials (Emerging Materials and Technologies)
Softcover
ISBN 10: 1032128755 ISBN 13: 9781032128757
Verlag: CRC Press, 2024

Inhaltsangabe

Uncertainty Quantification of Stochastic Defects in Materials investigates the uncertainty quantification methods for stochastic defects in material microstructures. It provides effective supplementary approaches for conventional experimental observation with the consideration of stochastic factors and uncertainty propagation. Pursuing a comprehensive numerical analytical system, this book establishes a fundamental framework for this topic, while emphasizing the importance of stochastic and uncertainty quantification analysis and the significant influence of microstructure defects on the material macro properties.

Key Features

  • Consists of two parts: one exploring methods and theories and the other detailing related examples

  • Defines stochastic defects in materials and presents the uncertainty quantification for defect location, size, geometrical configuration, and instability

  • Introduces general Monte Carlo methods, polynomial chaos expansion, stochastic finite element methods, and machine learning methods

  • Provides a variety of examples to support the introduced methods and theories

    • Applicable to MATLAB® and ANSYS software

    • This book is intended for advanced students interested in material defect quantification methods and material reliability assessment, researchers investigating artificial material microstructure optimization, and engineers working on defect influence analysis and nondestructive defect testing.

    Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Über die Autorin bzw. den Autor

    Dr. Liu Chu received her B.E. degree in Materials Science and Engineering, and M.E. degree in Mechanics from Dalian Maritime University, China, and the Ph.D. in Mechanics from the Institut national des sciences appliquées de Rouen (INSA Rouen), France. Dr. Chu focuses on research in computational material mechanics and structural reliability. Her recent research interests include low-dimensional nanomaterial vacancy defects quantification, artificial material microstructure optimization, and mechanical structure reliability analysis. Since 2018, Dr. Chu has published 18 peer-reviewed science and technical papers in international journals and conferences. She is a member of IEEE and has served as a reviewer of several international journals.

    Von der hinteren Coverseite

    Pursuing a comprehensive numerical analytical system, the book establishes a fundamental framework for this topic, while emphasizing the importance of stochastic and uncertainty quantification analysis and the significant influence of microstructure defects in the material macro properties.

    „Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Verlag
    CRC Press
    Erscheinungsdatum
    2024
    Sprache
    Englisch
    ISBN 10 
    1032128755
    ISBN 13 
    9781032128757
    Einband
    Taschenbuch
    Auflage
    1
    Anzahl der Seiten
    210
    Kontakt zum Hersteller
    Nicht verfügbar
    Verantwortliche Person
    gpsr@libri.de
    gpsr@libri.de

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