Dynamic data-driven simulation : real-time data for dynamic system analysis and prediction /
Hu, Xiaolin (Professor of computer science)
Dynamic data-driven simulation : real-time data for dynamic system analysis and prediction / Xiaolin Hu. - Singapore : World Scientific, c2023. - 1 online resource (xxiv, 304 p.)
Includes bibliographical references and index.
Introduction -- Dynamic system, simulation, and data -- Simulation models and algorithms -- Basic probability concepts -- Dynamic data-driven simulation -- Data assimilation -- Dynamic data-driven simulation for discrete simulations -- The wildfire spread simulation application -- Look ahead.
"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"--
Mode of access: World Wide Web.
System requirements: Adobe Acrobat Reader.
9789811267185 9811267189
2022053777
Dynamics--Computer simulation.
System analysis.
Electronic books.
QA845
003/.85
Dynamic data-driven simulation : real-time data for dynamic system analysis and prediction / Xiaolin Hu. - Singapore : World Scientific, c2023. - 1 online resource (xxiv, 304 p.)
Includes bibliographical references and index.
Introduction -- Dynamic system, simulation, and data -- Simulation models and algorithms -- Basic probability concepts -- Dynamic data-driven simulation -- Data assimilation -- Dynamic data-driven simulation for discrete simulations -- The wildfire spread simulation application -- Look ahead.
"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"--
Mode of access: World Wide Web.
System requirements: Adobe Acrobat Reader.
9789811267185 9811267189
2022053777
Dynamics--Computer simulation.
System analysis.
Electronic books.
QA845
003/.85