activity
20172023
most citedMachine Learning on Difference Image Analysis: A comparison of methods for transient detection

23 citations · 50 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.GA2023★ 9 cited

A determination of the LMC dark matter subhalo mass using the MW halo stars in its gravitational wake

K. J. Fushimi, M. E. Mosquera, M. Dominguez

Our goal is to study the gravitational effects caused by the passage of the Large Magellanic Cloud (LMC) in its orbit on the stellar halo of the Milky Way (MW). We employed the Gai…

astro-ph.IM2023★ 2 cited

NANCY: Next-generation All-sky Near-infrared Community surveY

Jiwon Jesse Han, Arjun Dey, Adrian M. Price-Whelan +206

The Nancy Grace Roman Space Telescope is capable of delivering an unprecedented all-sky, high-spatial resolution, multi-epoch infrared map to the astronomical community. This oppor…

stat.CO2021★ 1 cited

Arby Fast data-driven surrogates

Aarón Villanueva, Martin Beroiz, Juan Cabral +2

The availability of fast to evaluate and reliable predictive models is highly relevant in multi-query scenarios where evaluating some quantities in real, or near-real-time becomes…

astro-ph.HE2019★ 5 cited

TOROS Optical follow-up of the Advanced LIGO-VIRGO O2 second observational campaign

Rodolfo Artola, Martin Beroiz, Juan Cabral +48

We present the results of the optical follow-up, conducted by the TOROS collaboration, of gravitational wave events detected during the Advanced LIGO-Virgo second observing run (No…

astro-ph.IM2018★ 23 cited

Machine Learning on Difference Image Analysis: A comparison of methods for transient detection

B. Sánchez, M. J. Domínguez R., M. Lares +12

We present a comparison of several Difference Image Analysis (DIA) techniques, in combination with Machine Learning (ML) algorithms, applied to the identification of optical transi…

astro-ph.IM2017★ 10 cited

Corral Framework: Trustworthy and Fully Functional Data Intensive Parallel Astronomical Pipelines

Juan B. Cabral, Bruno Sánchez, Martín Beroiz +4

Data processing pipelines represent an important slice of the astronomical software library that include chains of processes that transform raw data into valuable information via d…