Carmen Blanco
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Carmen Blanco has a total of 11 co-authors. Here are the top co-authors by number of shared publications:
- Andrea Dosi
Department of Physics E. Pancini University of Naples Federico II Via Cinthia 21 80126 Naples Italy
1 shared publication - Eric Villard
European Southern Observatory, Karl-Schwarzschild-Strasse 2, 85748 Garching, Germany
1 shared publication - Fabrizia Guglielmetti
ESO, Karl-Schwarzschild-Strasse 2, 85748 Garching bei München, Germany
1 shared publication - Felix Stoehr
European Southern Observatory
1 shared publication - Giuseppe Longo
Department of Physics Ettore Pancini, Federico II University, Via Cinthia 26, 80126 Naples, Italy
1 shared publication - Ivano Baronchelli
INAF–Istituto di Radioastronomia and Italian ALMA Regional Centre, Via Gobetti 101, Bologna I-40129, Italy
1 shared publication
Latest Publications
- Open Access
- 13 December 2023
- Published by MDPI AG in Physical Sciences Forum
- Vol. 9 (1) , 18
A BRAIN Study to Tackle Image Analysis with Artificial Intelligence in the ALMA 2030 Era
An ESO internal ALMA development study, BRAIN, is addressing the ill-posed inverse problem of synthesis image analysis, employing astrostatistics and astroinformatics. These emerging fields of research offer interdisciplinary approaches at the intersection of observational astronomy, statistics, algorithm development, and data science. In this study, we provide evidence of the benefits of employing these approaches to ALMA imaging for operational and scientific purposes. We show the potential of two techniques, RESOLVE and DeepFocus, applied to ALMA-calibrated science data. Significant advantages are provided with the prospect to improve the quality and completeness of the data products stored in the science archive and the overall processing time for operations. Both approaches evidence the logical pathway to address the incoming revolution in data rates dictated by the planned electronic upgrades. Moreover, we bring to the community additional products through a new package, ALMASim, to promote advancements in these fields, providing a refined ALMA simulator usable by a large community for training and testing new algorithms.
- 13 December 2023
- Published by MDPI AG in Physical Sciences Forum
- Vol. 9 (1) , 18
Open AccessA BRAIN Study to Tackle Image Analysis with Artificial Intelligence in the ALMA 2030 Era
An ESO internal ALMA development study, BRAIN, is addressing the ill-posed inverse problem of synthesis image analysis, employing astrostatistics and astroinformatics. These emerging fields of research offer interdisciplinary approaches at the intersection of observational astronomy, statistics, algorithm development, and data science. In this study, we provide evidence of the benefits of employing these approaches to ALMA imaging for operational and scientific purposes. We show the potential of two techniques, RESOLVE and DeepFocus, applied to ALMA-calibrated science data. Significant advantages are provided with the prospect to improve the quality and completeness of the data products stored in the science archive and the overall processing time for operations. Both approaches evidence the logical pathway to address the incoming revolution in data rates dictated by the planned electronic upgrades. Moreover, we bring to the community additional products through a new package, ALMASim, to promote advancements in these fields, providing a refined ALMA simulator usable by a large community for training and testing new algorithms.