212 citations · 282 across the 4 of their papers we have counts for
3 papers · 1 filter
Fast and Flexible Characterisation of Astronomical Light Curves Using Multi-Time Attention
Yash Gondhalekar, Anais Möller, Paula Sánchez-Sáez
We present an unsupervised, data-driven framework for rapid characterisation of astronomical photometric time series using a Multi-Time Attention Network. The model learns time-awa…
Photometric classification of type Ia supernovae in the SuperNova Legacy Survey with supervised learning
A. Möller, V. Ruhlmann-Kleider, C. Leloup +6
In the era of large astronomical surveys, photometric classification of supernovae (SNe) has become an important research field due to limited spectroscopic resources for candidate…
SNIa detection in the SNLS photometric analysis using Morphological Component Analysis
A. Möller, V. Ruhlmann-Kleider, F. Lanusse +3
Detection of supernovae and, more generally, of transient events in large surveys can provide numerous false detections.In the case of a deferred processing of survey images, this…