RAPID: Early Classification of Explosive Transients using Deep Learning

RAPID: Early Classification of Explosive Transients using Deep Learning

29 March 2019

D. Muthukrishna

Papers citing "RAPID: Early Classification of Explosive Transients using Deep Learning"

13 / 13 papers shown

Title
Maven: A Multimodal Foundation Model for Supernova Science Gemma Zhang Thomas Helfer Alexander Gagliano S. Mishra-Sharma V. A. Villar 22 1 0 29 Aug 2024
A Classifier-Based Approach to Multi-Class Anomaly Detection Applied to Astronomical Time-Series Rithwik Gupta D. Muthukrishna Michelle Lochner 20 1 0 05 Aug 2024
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 39 30 0 11 Jan 2024
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification Framework Kaiming Cui D. J. Armstrong Fabo Feng 26 2 0 14 Nov 2023
A Convolutional Neural Network Approach to Supernova Time-Series Classification H. Qu M. Sako Anais Moller Cyrille Doux 16 0 0 19 Jul 2022
Machine Learning and Cosmology C. Dvorkin S. Mishra-Sharma Brian D. Nord V. A. Villar Camille Avestruz ... A. Ćiprijanović Andrew J. Connolly L. Garrison G. Narayan F. Villaescusa-Navarro AI4CE 29 12 0 15 Mar 2022
Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves O. Pimentel P. Estévez F. Förster 23 14 0 20 Jan 2022
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit Detection Kaiming Cui Junjie Liu F. Feng Jifeng Liu 16 6 0 02 Aug 2021
MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning Zafiirah Hosenie S. Bloemen P. Groot R. Lyon B. Scheers ... Vanessa McBride R. L. le Poole K. Paterson D. Pieterse P. Woudt 34 7 0 28 Apr 2021
A Deep Learning Approach for Active Anomaly Detection of Extragalactic Transients V. A. Villar M. Cranmer E. Berger Gabriella Contardo S. Ho G. Hosseinzadeh J. Lin 14 22 0 22 Mar 2021
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova Catalog Stanislav Dobryakov Konstantin L. Malanchev D. Derkach M. Hushchyn 11 4 0 18 Jun 2020
Machine Learning and the future of Supernova Cosmology E. Ishida 14 23 0 06 Aug 2019
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,900 0 06 Jun 2016