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I'm a Research Professor of Astronomy at the California Institute of Technology and the Project Scientist for the Zwicky Transient Facility (ZTF), the first of a next generation of time-domain sky surveys producing hundreds of thousands of public transient alerts per night. I have previously worked on the Catalina Real-time Transient Survey (CRTS), a still unmatched data set in terms of temporal baseline coverage; the NOAO DataLab; the Virtual Observatory; and the Palomar-Quest Digital Sky Survey.
My main research interests are the application of machine learning and advanced statistical methodologies to astrophysical problems, particularly the variability of quasars and other stochastic time series. This is in part to deal with the unprecedented volumes of data that 21st century astronomy is generating but also to expand our ability to work with complex systems of information beyond simple correlations.
My main research interests are the application of machine learning and advanced statistical methodologies to astrophysical problems, particularly the variability of quasars and other stochastic time series. This is in part to deal with the unprecedented volumes of data that 21st century astronomy is generating but also to expand our ability to work with complex systems of information beyond simple correlations.
Research Interests
Papers共 1094 篇Author StatisticsCo-AuthorSimilar Experts
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MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETYno. 3 (2024): 2559-2576
ASTROPHYSICAL JOURNALno. 1 (2024): 85
ASTROPHYSICAL JOURNAL LETTERSno. 2 (2024): L14
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETYno. 1 (2024): 676-692
Matthew R. Graham,Carlos E. Santibáñez-López,Jessica R. Zehnpfennig, Dylan S. Tillman,Barbara Murdoch
Arthropodano. 2 (2024): 119-129
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETYno. 4 (2024): 5880-5889
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETYno. 3 (2024): 8103-8117
arxiv(2024)
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ASTROPHYSICAL JOURNALno. 2 (2024): 104
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