Picture for Daniel Muthukrishna

Daniel Muthukrishna

A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients

Add code
Mar 21, 2024
Viaarxiv icon

Predicting the Age of Astronomical Transients from Real-Time Multivariate Time Series

Add code
Nov 28, 2023
Viaarxiv icon

Identifying Exoplanets with Deep Learning. V. Improved Light Curve Classification for TESS Full Frame Image Observations

Add code
Jan 03, 2023
Viaarxiv icon

Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data

Add code
Dec 15, 2021
Figure 1 for Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data
Figure 2 for Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data
Figure 3 for Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data
Figure 4 for Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data
Viaarxiv icon

Real-time detection of anomalies in large-scale transient surveys

Add code
Oct 29, 2021
Figure 1 for Real-time detection of anomalies in large-scale transient surveys
Figure 2 for Real-time detection of anomalies in large-scale transient surveys
Figure 3 for Real-time detection of anomalies in large-scale transient surveys
Figure 4 for Real-time detection of anomalies in large-scale transient surveys
Viaarxiv icon

RAPID: Early Classification of Explosive Transients using Deep Learning

Add code
Mar 29, 2019
Figure 1 for RAPID: Early Classification of Explosive Transients using Deep Learning
Figure 2 for RAPID: Early Classification of Explosive Transients using Deep Learning
Figure 3 for RAPID: Early Classification of Explosive Transients using Deep Learning
Figure 4 for RAPID: Early Classification of Explosive Transients using Deep Learning
Viaarxiv icon