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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Ved G. Shah,Gautham Narayan, Haille M. L. Perkins,Ryan J. Foley,Deep Chatterjee,Bryce Cousins,Phillip Macias
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETYno. 2 (2024): 1109-1124
The Astrophysical Journalno. 2 (2023): 111-111
arXiv (Cornell University) (2023)
ASTROPHYSICAL JOURNALno. 1 (2023): 78-78
Monthly Notices of the Royal Astronomical Societyno. 2 (2023): 2887-2912
Monthly Notices of the Royal Astronomical Societyno. 1 (2023): 235-244
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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