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Alexander Roeder
Alexander Roeder
Georgia Institute of Technology
Unsupervised learning
Computer vision
Artificial intelligence
Computer science
full field
4
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29
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Transient Simulation of Ammonia-Water Mixture Desorption for Absorption Heat Pumps
2019
International Journal of Refrigeration-revue Internationale Du Froid
Alexander Roeder
Anurag Goyal
Srinivas Garimella
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Citations (7)
Estimation of full‐field, full‐order experimental modal model of cable vibration from digital video measurements with physics‐guided unsupervised machine learning and computer vision
2019
Structural Control & Health Monitoring
Yongchao Yang
Lorenzo Sanchez
Huiying Zhang
Alexander Roeder
John Bowlan
Jared Crochet
Charles R. Farrar
David Mascareñas
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Citations (13)
Identification of Full-Field Dynamic Loads on Structures Using Computer Vision and Unsupervised Machine Learning
2017
Alexander Roeder
Huiying Zhang
Lorenzo Sanchez
Yongchao Yang
Charles R. Farrar
David Mascareñas
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Citations (4)
Establishment of Full-Field, Full-Order Dynamic Model of Cable Vibration by Video Motion Manipulations
2017
Lorenzo Sanchez
Huiying Zhang
Alexander Roeder
J. Bowlan
Jared Crochet
Yongchao Yang
Charles R. Farrar
David Mascareñas
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Citations (5)
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