Narayan, Gautham
- Machine Learning and Cosmology
2022/03/15 by Dvorkin, Cora, Mishra-Sharma, Siddharth, Nord, Brian +8 · 5 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Relative intrinsic scatter in hierarchical Type Ia supernova siblings analyses: Application to SNe 2021hpr, 1997bq & 2008fv in NGC 3147
2022/09/21 by Ward, Sam M., Thorp, Stephen, Mandel, Kaisey S. +22 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE)
- Predictions for Electromagnetic Counterparts to Neutron Star Mergers Discovered during LIGO-Virgo-KAGRA Observing Runs 4 and 5
2023/10/23 by Shah, Ved G., Narayan, Gautham, Perkins, Haille M. L. +4 · 2 citations
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- ORACLE: A Real-Time, Hierarchical, Deep-Learning Photometric Classifier for the LSST
2025/01/02 by Shah, Ved G., Gagliano, Alex, Malanchev, Konstantin +3 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Astro2020 APC White Paper: Elevating the Role of Software as a Product\n of the Research Enterprise
2019/07/14 by Arfon M. Smith, Dara Norman, Smith, Arfon M. +87 · 1 citation
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Research Data Management Practices #Scientific Computing and Data Management
- DAmodel: Hierarchical Bayesian Modelling of DA White Dwarfs for Spectrophotometric Calibration
2024/12/11 by Benjamin M. Boyd, Gautham Narayan, Boyd, Benjamin M. +35 · 2 citations
Chemistry · Environmental Science · Biochemistry, Genetics and Molecular Biology · #Spectroscopy and Chemometric Analyses #Water Quality Monitoring and Analysis #Spectroscopy Techniques in Biomedical and Chemical Research
- Rubin ToO 2024: Envisioning the Vera C. Rubin Observatory LSST Target of Opportunity program
2024/11/07 by Andreoni, Igor, Margutti, Raffaella, Banovetz, John +86 · 2 citations
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR)
- Preliminary Report on Mantis Shrimp: a Multi-Survey Computer Vision Photometric Redshift Model
2024/02/05 by Engel, Andrew, Narayan, Gautham, Byler, Nell · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- NEXUS Early Data Release: NIRCam Imaging and WFSS Spectroscopy from the First (Partial) Wide Epoch
2024/11/10 by Ming-Yang Zhuang, Zhuang, Ming-Yang, Feige Wang +19 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Gamma-ray bursts and supernovae #Particle Detector Development and Performance
- Mantis Shrimp: Exploring Photometric Band Utilization in Computer Vision Networks for Photometric Redshift Estimation
2025/01/15 by Andrew G. Engel, Engel, Andrew, Nell Byler +9 · 1 citation
Engineering · #Infrared Target Detection Methodologies #Calibration and Measurement Techniques #Astronomical Observations and Instrumentation
- Faint white dwarf flux standards: data and models
2024/11/13 by Bohlin, Ralph C., Deustua, Susana, Narayan, Gautham +7 · 1 citation
#FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)