activity
20162026
most citedMorphological Image Similarity Search on the ALMA Science Archive Query Interface Using Deep Unsupervised Contrastive Representation Learning

2 citations · 5 across the 5 of their papers we have counts for

collaborators

5 papers

astro-ph.IM2026

ALMA publication statistics

Felix Stoehr, María Díaz Trigo, Evanthia Hatziminaoglou +9

The success of an astronomical facility is measured by its scientific impact. A principal metric for this impact is the ensemble of peer-reviewed publications based on the observat…

astro-ph.IM2025★ 2 cited

Morphological Image Similarity Search on the ALMA Science Archive Query Interface Using Deep Unsupervised Contrastive Representation Learning

Felix Stoehr, Andrea Farago, Stefan Curiban +5

With the exponential growth of astronomical data over time, finding the needles in the haystack is becoming increasingly difficult. The next frontier for science archives is to ena…

astro-ph.IM2023★ 2 cited

A BRAIN study to tackle image analysis with artificial intelligence in the ALMA 2030 era

Fabrizia Guglielmetti, Michele Delli Veneri, Ivano Baronchelli +9

An ESO internal ALMA development study, BRAIN, is addressing the ill-posed inverse problem of synthesis image analysis employing astrostatistics and astroinformatics. These emergin…

astro-ph.IM2023

The Future of Astronomical Data Infrastructure: Meeting Report

Michael R. Blanton, Janet D. Evans, Dara Norman +69

The astronomical community is grappling with the increasing volume and complexity of data produced by modern telescopes, due to difficulties in reducing, accessing, analyzing, and…

astro-ph.IM2016★ 1 cited

An Hierarchical Approach to Big Data

M. G. Allen, P. Fernique, T. Boch +7

The increasing volumes of astronomical data require practical methods for data exploration, access and visualisation. The Hierarchical Progressive Survey (HiPS) is a HEALPix based…