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Dynamic Data Driven Simulation

By Xiaolin Hu

Abstract

This article presents dynamic data driven simulation as a new simulation paradigm where a simulation system is continually influenced by real time data for better analysis and prediction of a system under study. This is different from traditional simulations that are largely decoupled from real systems by making little usage of real time data. We present a framework of dynamic data driven simulation based on sequential Monte Carlo methods, describe the opportunities and challenges associated with dynamic data driven simulation, and show an illustrative example. 1

Topics: Dynamic Data Driven Simulation, Data Assimilation, Wildfire Spread Simulation
Year: 2013
OAI identifier: oai:CiteSeerX.psu:10.1.1.309.5687
Provided by: CiteSeerX
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