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Daniel Tran
Researcher at California Institute of Technology
Publications - 49
Citations - 910
Daniel Tran is an academic researcher from California Institute of Technology. The author has contributed to research in topics: Sensor web & Software system. The author has an hindex of 13, co-authored 49 publications receiving 850 citations. Previous affiliations of Daniel Tran include Washington State University & Jet Propulsion Laboratory.
Papers
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Journal ArticleDOI
Using Autonomy Flight Software to Improve Science Return on Earth Observing One
Steve Chien,Rob Sherwood,Daniel Tran,Benjamin Cichy,Gregg Rabideau,Rebecca Castano,Ashley Davis,Dan Mandl,Bruce Trout,Seth Shulman,Darrell Boyer +10 more
TL;DR: The Autonomous Sciencecraft Experiment enables the spacecraft to autonomously detect and respond to dynamic scientifically interesting events observed from EO-1’s low earth orbit.
Journal ArticleDOI
Flood detection and monitoring with the Autonomous Sciencecraft Experiment onboard EO-1
Felipe Ip,James M. Dohm,Victor R. Baker,T. Doggett,Ashley Davies,Rebecca Castano,Steve Chien,B. Cichy,Ronald Greeley,Rob Sherwood,Daniel Tran,Gregg Rabideau +11 more
TL;DR: The development, testing, and success of the ASE software in detecting and reacting to flooding in near real-time are introduced and it is hoped that ASE will become a default in future missions to increase the science return.
Proceedings ArticleDOI
The EO-1 Autonomous Science Agent
Steve Chien,Rob Sherwood,Daniel Tran,Benjamin Cichy,Gregg Rabideau,Rebecca Castano,Ashley Davies,Rachel Lee,Dan Mandl,Stuart Frye,Bruce Trout,Jerry Hengemihle,Jeff D'Agostino,Seth Shulman,Stephen Ungar,Thomas W. Brakke,Darrell Boyer,Jim Van Gaasbeck,Ronald Greeley,T. Doggett,Victor R. Baker,James M. Dohm,Felipe Ip +22 more
TL;DR: The package includes software systems that perform science data analysis, deliberative planning, and run-time robust execution that enables the spacecraft to autonomously detect and respond to science events occurring on the Earth.
Proceedings Article
Timeline-based space operations scheduling with external constraints
TL;DR: A greedy heuristic scheduling algorithm is described and its performance is compared to both the prior scheduling algorithm and a relaxed optimal scheduler showing that the greedy scheduler produces schedules with scene count within 15% of an upper bound on optimal schedules.
Journal ArticleDOI
Sensor web enables rapid response to volcanic activity
Ashley Davies,Steve Chien,Robert Wright,Asta Miklius,Philip R. Kyle,Matt Welsh,Jeffrey B. Johnson,Daniel Tran,Steven R. Schaffer,Rob Sherwood +9 more
TL;DR: In this article, a Volcano Sensor Web (VSW) is used to automatically trigger the NASA Earth Observing 1 (EO-1) spacecraft to make high-spatial-resolution observations of these volcanoes.