Xiaolin Hu 
DYNAMIC DATA-DRIVEN SIMULATION [EPUB ebook] 
Real-Time Data for Dynamic System Analysis and Prediction

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This comprehensive book systematically introduces Dynamic Data Driven Simulation (DDDS) as a new simulation paradigm that makes real-time data and simulation model work together to enable simulation-based prediction/analysis.

The text is significantly dedicated to introducing data assimilation as an enabling technique for DDDS. While data assimilation has been studied in other science fields (e.g., meteorology, oceanography), it is a new topic for the modeling and simulation community.

This unique reference text bridges the two study areas of data assimilation and modelling and simulation, which have been developed largely independently from each other.

Contents:


  • Introduction

  • Foundation:

    • Dynamic System, Simulation, and Data

    • Simulation Models and Algorithms

    • Basic Probability Concepts


  • Dynamic Data-Driven Simulation:

    • Dynamic Data Driven Simulation

    • Data Assimilation

    • Dynamic Data-Driven Simulation for Discrete Simulations


  • Application and Look Ahead:

    • The Wildfire Spread Simulation Application

    • Look Ahead



Readership: Researchers, professionals, academics and graduate students in AI, mathematical modeling and industrial engineering.

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Langue Anglais ● Format EPUB ● Pages 328 ● ISBN 9789811267192 ● Taille du fichier 17.8 MB ● Maison d’édition World Scientific Publishing Company ● Lieu SG ● Pays SG ● Publié 2023 ● Téléchargeable 24 mois ● Devise EUR ● ID 8969081 ● Protection contre la copie Adobe DRM
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