SUrvey Network for Deep Imaging Analysis and Learning

Livrables

Machine Learning Algorithm for classifying galaxies using imaging and spectroscopypublished on our website together with a document describing it

Faint object detection method algorithm

Algorithm for faint object detection with integrated noise, instrument, and background,, published on our website, together with a document describing it.

Catalogue of Simulations

Systematic catalogue of simulations of interacting galaxies including visualizations published on our website with a document describing it

Web release of pictures and movies of simulations

Web releases of pictures of simulations and observations, interesting for the public as well as scientists, with a document describing it.

Connected filter algorithm

Algorithm for trainable connected and morphological COSFIRE filters published on our website together with a document describing it

Database of Fornax Galaxies

Interactive database of galaxies in the Fornax Cluster on our website including an HI fluxes and colour gradients with a document describing it

Filters with trainable connectivity

Algorithm for filters with trainable connectivity published on our website with a document describing it

Classification tools for Citizen Science

Classification tools for nonastronomers to involve the general public in the way that ZooUniverse has been doing published on our website with a document describing them

Course-material for Children

SUNDIAL coursematerial for children published on our website and a document describing it

Data Management Plan
Database of halo properties

Published database of stellar halo properties around massive galaxies with an electronic version published on our website

Promotion Movie

Promotion movie about galaxy classification and the relevant computer algorithms to be developed by SUNDIAL published on our website with a report describing it

Multi wavelength galaxy catalogue

Published multiwavelength catalogue of galaxies in the Fornax Cluster with an electronic version published on our website

Image Decomposition Report

A report of the new analysis method for automatic multicomponent 2D image decomposition published on our website

Galaxy Classification Catalogues

Calatogue of galaxy classifications based on the newly developed methods with an electronic version published on our website and a document describing itThis deliverable will be a publication

Catalogue of streams

Published catalogue of faint stellar streams in the Fornax Cluster, with an electronic version published on our website.

Movies and Pictures of Simulations

Movies and pictures of simulations will be made available on website

Proceedings of International Conference

Proceedings of International Conference to be held in Month 8 So Due Date should be 54

Publications

The Fornax Deep Survey with VST

Auteurs: M. A. Raj, E. Iodice, N. R. Napolitano, M. Hilker, M. Spavone, R. F. Peletier, H-S. Su, J. Falcón-Barroso, G. van de Ven, M. Cantiello, D. Kleiner, A. Venhola, S. Mieske, M. Paolillo, M. Capaccioli, P. Schipani
Publié dans: Astronomy & Astrophysics, Numéro 640, 2020, Page(s) A137, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/202038043

Improving the reliability of photometric redshift with machine learning

Auteurs: Oleksandra Razim; Stefano Cavuoti; Massimo Brescia; Giuseppe Riccio; Mara Salvato; Giuseppe Longo
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro Volume 507, Numéro 4, November 2021, 2021, Page(s) Pages 5034–5052, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab2334

Signatures of quenching in dwarf galaxies in local galaxy clusters

Auteurs: Joachim Janz, Heikki Salo, Alan H. Su, Aku Venhola
Publié dans: Astronomy & Astrophysics, Numéro 647, 2021, Page(s) A80, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/202039408

The Fornax Deep Survey (FDS) with the VST

Auteurs: A. H. Su, H. Salo, J. Janz, E. Laurikainen, A. Venhola, R. F. Peletier, E. Iodice, M. Hilker, M. Cantiello, N. Napolitano, M. Spavone, M. A. Raj, G. van de Ven, S. Mieske, M. Paolillo, M. Capaccioli, E. A. Valentijn, A. E. Watkins
Publié dans: Astronomy & Astrophysics, Numéro 647, 2021, Page(s) A100, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/202039633

A MeerKAT view of pre-processing in the Fornax A group

Auteurs: D. Kleiner, P. Serra, F. M. Maccagni, A. Venhola, K. Morokuma-Matsui, R. Peletier, E. Iodice, M. A. Raj, W. J. G. de Blok, A. Comrie, G. I. G. Józsa, P. Kamphuis, A. Loni, S. I. Loubser, D. Cs. Molnár, S. S. Passmoor, M. Ramatsoku, A. Sivitilli, O. Smirnov, K. Thorat, F. Vitello
Publié dans: Astronomy & Astrophysics, Numéro 648, 2021, Page(s) A32, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/202039898

Are ultra-diffuse galaxies Milky Way-sized?

Auteurs: Nushkia Chamba, Ignacio Trujillo, Johan H. Knapen
Publié dans: Astronomy & Astrophysics, Numéro 633, 2020, Page(s) L3, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/201936821

On the accretion of a new group of galaxies on to Virgo: I. Internal kinematics of nine in-falling dEs

Auteurs: Bahar Bidaran, Anna Pasquali, Thorsten Lisker, Lodovico Coccato, Jesus Falcón-Barroso, Glenn van de Ven, Reynier Peletier, Eric Emsellem, Eva K Grebel, Francesco La Barbera, Joachim Janz, Agnieszka Sybilska, Rukmani Vijayaraghavan, John Gallagher, Dimitri A Gadotti
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 497/2, 2020, Page(s) 1904-1924, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa2097

Globular cluster detection in the GAIA survey

Auteurs: M. Mohammadi, N. Petkov, K. Bunte, R.F. Peletier, F.-M. Schleif
Publié dans: Neurocomputing, Numéro 342, 2019, Page(s) 164-171, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2018.10.081

A physically motivated definition for the size of galaxies in an era of ultradeep imaging

Auteurs: Ignacio Trujillo, Nushkia Chamba, Johan H Knapen
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 493/1, 2020, Page(s) 87-105, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa236

The number of globular clusters around the iconic UDG DF44 is as expected for dwarf galaxies

Auteurs: Teymoor Saifollahi, Ignacio Trujillo, Michael A Beasley, Reynier F Peletier, Johan H Knapen
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 502/4, 2021, Page(s) 5921-5934, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa3016

The Fornax Deep Survey (FDS) with VST XII: Low surface brightness dwarf galaxies in the Fornax cluster

Auteurs: Aku Venhola, Reynier F. Peletier, Heikki Salo, Eija Laurikainen, Joachim Janz, Caroline Haigh, Michael H. F. Wilkinson, Enrichetta Iodice, Michael Hilker, Steffen Mieske, Michele Cantiello, Marilena Spavone
Publié dans: Astronomy & Astrophysics, 2022, ISSN 0004-6361
Éditeur: Springer Verlag

A tale of two tails: insights from simulations into the formation of the peculiar dwarf galaxy NGC 1427A

Auteurs: M Mastropietro, S De Rijcke, R F Peletier
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 504/3, 2021, Page(s) 3387-3398, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab1091

ASAP – A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping

Auteurs: Taghribi, A. , Canducci, M. , Mastropietro, M. , De Rijcke, S. , Bunte, K. & Tino, P
Publié dans: Neurocomputing, Numéro Neurocomputing. 470 , p. 376-388, 2022, Page(s) 376-388, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2021.05.108

Photometric Redshifts With Machine Learning, Lights and Shadows on a Complex Data Science Use Case

Auteurs: Massimo Brescia, Stefano Cavuoti, Oleksandra Razim, Valeria Amaro, Giuseppe Riccio, Giuseppe Longo
Publié dans: Frontiers in Astronomy and Space Sciences, Numéro 8, 2021, ISSN 2296-987X
Éditeur: publishing.partnerships@frontiersin.org
DOI: 10.3389/fspas.2021.658229

A new astrophysical solution to the Too Big To Fail problem

Auteurs: R. Verbeke, E. Papastergis, A. A. Ponomareva, S. Rathi, S. De Rijcke
Publié dans: Astronomy & Astrophysics, Numéro 607, 2017, Page(s) A13, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/201730758

Galaxy classification: A machine learning analysis of GAMA catalogue data

Auteurs: Aleke Nolte, Lingyu Wang, Maciej Bilicki, Benne Holwerda, Michael Biehl
Publié dans: Neurocomputing, Numéro 342, 2019, Page(s) 172-190, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2018.12.076

The first sample of spectroscopically confirmed ultra-compact massive galaxies in the Kilo Degree Survey

Auteurs: C Tortora, N R Napolitano, M Spavone, F La Barbera, G D’Ago, C Spiniello, K H Kuijken, N Roy, M A Raj, S Cavuoti, M Brescia, G Longo, V Pota, C E Petrillo, M Radovich, F Getman, L V E Koopmans, I Trujillo, G Verdoes Kleijn, M Capaccioli, A Grado, G Covone, D Scognamiglio, C Blake, K Glazebrook, S Joudaki, C Lidman, C Wolf
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 481/4, 2018, Page(s) 4728-4752, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty2564

Evolution of galaxy size–stellar mass relation from the Kilo-Degree Survey

Auteurs: N Roy, N R Napolitano, F La Barbera, C Tortora, F Getman, M Radovich, M Capaccioli, M Brescia, S Cavuoti, G Longo, M A Raj, E Puddu, G Covone, V Amaro, C Vellucci, A Grado, K Kuijken, G Verdoes Kleijn, E Valentijn
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 480/1, 2018, Page(s) 1057-1080, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/sty1917

The Fornax Deep Survey with the VST

Auteurs: M. A. Raj, E. Iodice, N. R. Napolitano, M. Spavone, H-S. Su, R. F. Peletier, T. A. Davis, N. Zabel, M. Hilker, S. Mieske, J. Falcon Barroso, M. Cantiello, G. van de Ven, A. E. Watkins, H. Salo, P. Schipani, M. Capaccioli, A. Venhola
Publié dans: Astronomy & Astrophysics, Numéro 628, 2019, Page(s) A4, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/201935433

Historical Perspectives on the Concept of Galaxy Size

Auteurs: Nushkia Chamba
Publié dans: Research Notes of the AAS, Numéro 4/7, 2020, Page(s) 117, ISSN 2515-5172
Éditeur: AAS Publishing
DOI: 10.3847/2515-5172/aba951

Detection of Globular Clusters in the Halo of Milky Way

Auteurs: Mohammad Mohammadi, Nicolai Petkov, Reynier Peletier, Pedro Bibiloni Serrano, Kerstin Bunte
Publié dans: Frontiers in Artificial Intelligence and Applications (FAIA), Numéro 310, 2018, ISSN 2405-6456
Éditeur: IOS press
DOI: 10.3233/978-1-61499-419-0-27

Ultra-compact dwarfs beyond the centre of the Fornax galaxy cluster: hints of UCD formation in low-density environments

Auteurs: Teymoor Saifollahi, Joachim Janz, Reynier F Peletier, Michele Cantiello, Michael Hilker, Steffen Mieske, Edwin A Valentijn, Aku Venhola, Gijs Verdoes Kleijn
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 504/3, 2021, Page(s) 3580-3609, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stab1118

The Fornax Deep Survey with VSTVIII. Connecting the accretion history with the cluster density

Auteurs: M. Spavone, E. Iodice, G. van de Ven, J. Falcón-Barroso, M. A. Raj, M. Hilker, R. P. Peletier, M. Capaccioli, S. Mieske, A. Venhola, N. R. Napolitano, M. Cantiello, M. Paolillo, P. Schipani
Publié dans: Astronomy & Astrophysics (A&A), Numéro Volume 639, July 2020, 2020, Page(s) 16, ISSN 0004-6361
Éditeur: Springer Verlag

Probabilistic modelling of general noisy multi-manifold data sets

Auteurs: M. Canducci, P. Tiño, M. Mastropietro
Publié dans: Artificial Intelligence, 2021, Page(s) 103579, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2021.103579

“Observations” of simulated dwarf galaxies

Auteurs: Shivangee Rathi, Michele Mastropietro, Sven De Rijcke, Carme Gallart, Edouard Bernard, Robbert Verbeke
Publié dans: Astronomy & Astrophysics, Numéro 642, 2020, Page(s) A40, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/201937142

VEGAS: A VST Early-type GAlaxy Survey

Auteurs: Rossella Ragusa, Marilena Spavone, Enrichetta Iodice, Sarah Brough, Maria Angela Raj, Maurizio Paolillo, Michele Cantiello, Duncan A. Forbes, Antonio La Marca, Giuseppe D’Ago, Roberto Rampazzo, Pietro Schipani
Publié dans: Astronomy & Astrophysics, Numéro 651, 2021, Page(s) A39, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/202039921

Optimising and comparing source-extraction tools using objective segmentation quality criteria

Auteurs: Caroline Haigh, Nushkia Chamba, Aku Venhola, Reynier Peletier, Lars Doorenbos, Matthew Watkins, Michael H. F. Wilkinson
Publié dans: Astronomy & Astrophysics, Numéro 645, 2021, Page(s) A107, ISSN 0004-6361
Éditeur: Springer Verlag
DOI: 10.1051/0004-6361/201936561

Building the Largest Spectroscopic Sample of Ultracompact Massive Galaxies with the Kilo Degree Survey

Auteurs: Diana Scognamiglio, Crescenzo Tortora, Marilena Spavone, Chiara Spiniello, Nicola R. Napolitano, Giuseppe D’Ago, Francesco La Barbera, Fedor Getman, Nivya Roy, Maria Angela Raj, Mario Radovich, Massimo Brescia, Stefano Cavuoti, Léon V. E. Koopmans, Konrad H. Kuijken, Giuseppe Longo, Carlo E. Petrillo
Publié dans: The Astrophysical Journal, Numéro 893/1, 2020, Page(s) 4, ISSN 1538-4357
Éditeur: IOP Publishing
DOI: 10.3847/1538-4357/ab7db3

ASAP : a sub-sampling approach for preserving topological structures

Auteurs: Abolfazl Taghribi, Kerstin Bunte, Michele Mastropietro, Sven De Rijcke, Peter Tino
Publié dans: Proceedings of the 28th European Symposium on Artificial Neural Networks (ESANN), 2020, ISBN 9782875870742
Éditeur: Ciaco - i6doc.com

CGO: Multiband Astronomical Source Detection With Component-Graphs

Auteurs: Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H.F. Wilkinson, Hugues Talbot, Benjamin Perret
Publié dans: 2020 IEEE International Conference on Image Processing (ICIP), 2020, Page(s) 16-20, ISBN 978-1-7281-6395-6
Éditeur: IEEE
DOI: 10.1109/icip40778.2020.9191276

Tracking the Temporal-Evolution of Supernova Bubbles in Numerical Simulations

Auteurs: Marco Canducci, Abolfazl Taghribi, Michele Mastropietro, Sven de Rijcke, Reynier Peletier, Kerstin Bunte, Peter Tino
Publié dans: Intelligent Data Engineering and Automated Learning – IDEAL 2021, 2021, Page(s) pp 493-501, ISBN 978-3-030-91607-7
Éditeur: Springer
DOI: 10.1007/978-3-030-91608-4_49

Prototype-based analysis of GAMA galaxy catalogue data

Auteurs: A. Nolte, L. Wang, M Biehl
Publié dans: ESANN, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2018, Page(s) 339-344, ISBN 978-287-587-048-3
Éditeur: Ciaco - i6doc.com

Erratum: A physically motivated definition for the size of galaxies in an era of ultra-deep imaging

Auteurs: Ignacio Trujillo, Nushkia Chamba, Johan H Knapen
Publié dans: Monthly Notices of the Royal Astronomical Society, Numéro 495/4, 2020, Page(s) 3777-3779, ISSN 0035-8711
Éditeur: Blackwell Publishing Inc.
DOI: 10.1093/mnras/staa1446

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