基本信息
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职业迁徙
个人简介
My research interests lie at the intersection of multi-messenger and time-domain astrophysics, cosmology, statistics and data science. I work on wide-field surveys developing machine learning (particularly neural network-based) methods for real-time detection and classification of variable and transient sources, Bayesian models for cosmological inference with type Ia supernovae, and establishing an all-sky network of faint spectrophotometric standards for LSST, NGRST and future projects.
Research Interests
Cosmology
Time-domain Astrophysics
Survey Science
Multi-messenger Astrophysics
Statistics
Data Science
Machine learning
Supernovae
研究兴趣
论文共 174 篇作者统计合作学者相似作者
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CoRR (2024)
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The Astrophysical Journalno. 2 (2023): 111-111
Melissa L. Graham, Robert A. Knop, Thomas D. Kennedy,Peter E. Nugent,Eric Bellm,Marcio Catelan, Avi Patel,Hayden Smotherman,Monika Soraisam,Steven Stetzler,Lauren N. Aldoroty, Autumn Awbrey,
arxiv(2023)
Michael R. Blanton,Janet D. Evans,Dara Norman, William O'Mullane,Adrian Price-Whelan,Luca Rizzi,Alberto Accomazzi, Megan Ansdell,Stephen Bailey,Paul Barrett, Steven Berukoff,Adam Bolton,
arXiv (Cornell University) (2023)
ASTROPHYSICAL JOURNALno. 1 (2023): 78-78
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arxiv(2023)
Ved G. Shah,Gautham Narayan, Haille M. L. Perkins,Ryan J. Foley,Deep Chatterjee,Bryce Cousins,Phillip Macias
arXiv (Cornell University) (2023)
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Monthly Notices of the Royal Astronomical Societyno. 1 (2023): 235-244
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Manan Agarwal, Jay Alameda,Jeroen Audenaert, Will Benoit,Damon Beveridge,Meghna Bhattacharya,Chayan Chatterjee,Deep Chatterjee, Andy Chen, Muhammed Saleem Cholayil,Chia-Jui Chou, Sunil Choudhary,
arXiv (Cornell University) (2023)
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