Dynamic data driven application systems : research challenges and opportunities by Fujimoto, Richard, Barjis, Joseph, Blasch, Erik, Cai, Wentong, Jin, Dong, Lee, Seunghan, Son, Young-Jun

“…Dynamic Data Driven Applications Systems (DDDAS) is a paradigm where data is dynamically integrated into an executing application, and in reverse, the application dynamically steers the measurement process in a feedback control loop. …”
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Dynamic Data-Driven Application System for Flow Field Prediction with Autonomous Marine Vehicles by Qianlong Jin, Yu Tian, Weicong Zhan, Qiming Sang, Jiancheng Yu, Xiaohui Wang

Subjects: “…dynamic data-driven application system…”
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Detecting and Adapting to Parameter Changes for Reduced Models of Dynamic Data-driven Application Systems by Peherstorfer, Benjamin, Willcox, Karen E

“…We consider the task of dynamic capability estimation for an unmanned aerial vehicle, which is needed to provide the vehicle with the ability to dynamically and autonomously sense, plan, and act in real time. Our dynamic data-driven application systems framework employs reduced models to achieve rapid evaluation runtimes. …”
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Design and Implementation of An Agent-Based Simulation for Emergency Response and Crisis Management by Timothy Schoenharl, Greg Madey

“…The Wireless Integrated Phone-based Emergency Response (WIPER) system is a Dynamic Data-Driven Application System (DDDAS) that uses a stream of cellular network activity to detect, classify and predict crisis events. …”
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Remaining useful life prediction method of EV power battery for DC fast charging condition by Shaotang Cai, Jun Hu, Shuoqi Ma, Zhenning Yang, Hao Wu

“…Firstly, a complete set of HI is built based on a dynamic data-driven application system (DDDAS) to ensure the real-time combination of condition monitoring data and simulation systems. …”
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Towards a feedback design process using Digital Thread by Singh, Victor.

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On the Resilience of Ad Hoc Distributed Simulation of Surface Transportation Systems with Unreliable Communications by Balasubramanian Seshasayee, Michael Hunter, Richard M. Fujimoto, Randall Guensler, Karsten Schwan, Hoe Kyoung Kim, Jason Sirichoke, Wonho Suh

“…The Dynamic Data Driven Application Systems (DDDAS) concept is examined in the context of monitoring and managing surface transportation systems in day-to-day and emergency scenarios. …”
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Connected and Shared X-in-the-Loop Technologies for Electric Vehicle Design by Valentin Ivanov, Klaus Augsburg, Carlos Bernad, Miguel Dhaens, Mathieu Dutré, Sebastian Gramstat, Pacôme Magnin, Viktor Schreiber, Urška Skrt, Nick Van Kelecom

“…The paper discusses the following relevant topics: global XILforEV architecture; realization of required high-confidence models using dynamic data driven application systems (DDDAS) and multi fidelity models (MFM) approaches; and formulation of case studies to illustrate XILforEV applications.…”
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Situational Awareness: Techniques, Challenges, and Prospects by Arslan Munir, Alexander Aved, Erik Blasch

“…In this article, we propose a model for SA and dynamic decision-making that incorporates artificial intelligence and dynamic data-driven application systems to adapt measurements and resources in accordance with changing situations. …”
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Online Adaptive Model Reduction for Nonlinear Systems via Low-Rank Updates by Peherstorfer, Benjamin, Willcox, Karen E.

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Methodology for Dynamic Data-Driven Online Flight Capability Estimation by Allaire, Douglas, Lecerf, Marc A., Willcox, Karen E

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Distributionally robust optimization for design under partially observable uncertainty by Kapteyn, Michael George

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