real-time data for dynamic system analysis and prediction Hu, Xiaolin (Professor of computer science) creator text bibliography Electronic books. si Singapore World Scientific c2023 2023 monographic eng 1 online resource (xxiv, 304 p.) "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"-- 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. Xiaolin Hu. Includes bibliographical references and index. Mode of access: World Wide Web. System requirements: Adobe Acrobat Reader. Dynamics Computer simulation System analysis QA845 003/.85 9789811267185 9811267189 2022053777 https://www.worldscientific.com/worldscibooks/10.1142/13166#t=toc https://www.worldscientific.com/worldscibooks/10.1142/13166#t=toc WSPC 230114 20260416153411.0 00013166 eng