Dynamic Data-driven Simulation: Real-time Data For Dynamic System Analysis And Prediction
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A01=Xiaolin Hu
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Author_Xiaolin Hu
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Data Assimilation
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Dynamic Data-driven Simulation
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Modeling
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Simualtion-Based Prediction
Simulation
softlaunch
State Estimation
Product details
- ISBN 9789811267178
- Publication Date: 25 Apr 2023
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
- Language: English
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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.
