High-performance computing Lab (HPCLab)
Our research group develops and utilises high-performance and data intensive computing (HPC) methods and applications for heterogeneous NUMA-architectures.
Our spearhead area is astroinformatics, namely methods and tools for simulating and analysing data from complex (astro)physical systems, such as turbulent fluids, the Sun, and interstellar matter in galaxies. The developed methods include simulation tools accelerated with graphics processing units, and data-analysis tools employing machine learning. Our current projects aim at understanding, predicting, and mitigating the harmful effects from solar magnetic activity (ERC consolidator grant UniSDyn, ERC proof-of-concept grant SYCOS, Inno4Scale project NEOSC).
Our spearhead area is astroinformatics, namely methods and tools for simulating and analysing data from complex (astro)physical systems, such as turbulent fluids, the Sun, and interstellar matter in galaxies. The developed methods include simulation tools accelerated with graphics processing units, and data-analysis tools employing machine learning. Our current projects aim at understanding, predicting, and mitigating the harmful effects from solar magnetic activity (ERC consolidator grant UniSDyn, ERC proof-of-concept grant SYCOS, Inno4Scale project NEOSC).
News
HPCLab research group news
LLM seminar
Seminar on Large Language Models in the CS Department
Tips for designing social welfare and healthcare sector’s digital services for all
Tips for designing social welfare and healthcare sector’s digital services for all.
Human-Centred Health Informatics (HCHI)
HCHI research group
Evidence of turbulent dynamo action in the Sun
Astroinformatics research group has determined magnetic helicity spectrum from the solar surface observations using the recently developed two-scale formalism.People
Latest publications
COSMOS-Web : estimating physical parameters of galaxies using Self-Organizing Maps
Fatemeh Abedini, Ghassem Gozaliasl, Akram Hasani Zonoozi, Atousa Kalantari, Maarit Korpi-Lagg, Olivier Ilbert, Hollis B. Akins, Natalie Allen, Rafael C. Arango-Toro, Caitlin M. Casey, Nicole E. Drakos, Andreas L. Faisst, Carter Flayhart, Maximilien Franco, Hosein Haghi, Aryana Haghjoo, Santosh Harish, Hossein Hatamnia, Jeyhan S. Kartaltepe, Ali Ahmad Khostovan, Anton M. Koekemoer, Vasily Kokorev, Rebecca L. Larson, Gavin Leroy, Daizhong Liu, Henry Joy McCracken, Jed McKinney, Nicolas McMahon, Wilfried Mercier, Bahram Mobasher, Sophie Newman, Louise Paquereau, Jason Rhodes, Brant E. Robertson, Sogol Sanjaripour, Marko Shuntov, Sina Taamoli, Sune Toft, Francesco Valentino, Eleni Vardoulaki, John R. Weaver
2026
Monthly Notices of the Royal Astronomical Society
Euclid Quick Data Release (Q1) : XXV. Hunting for luminous z > 6 galaxies in the Euclid Deep Fields – Forecasts and the first bright detections
N. Allen, P. A. Oesch, R. A.A. Bowler, S. Toft, J. Matharu, J. R. Weaver, C. J.R. McPartland, M. Shuntov, D. B. Sanders, B. Mobasher, H. J. McCracken, H. Atek, E. Bañados, S. W.J. Barrow, S. Belladitta, D. Carollo, M. Castellano, C. J. Conselice, P. R.M. Eisenhardt, Y. Harikane, G. Murphree, M. Stefanon, S. M. Wilkins, A. Amara, S. Andreon, N. Auricchio, C. Baccigalupi, M. Baldi, A. Balestra, S. Bardelli, P. Battaglia, R. Bender, A. Biviano, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, G. Cañas-Herrera, V. Capobianco, C. Carbone, S. M. Niemi, P. Schneider, Y. Wang, M. Calabrese, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, J. Kim, S. J. Liu
2026
Astronomy and Astrophysics
Euclid Quick Data Release (Q1) : I. Data release overview
H. Aussel, I. Tereno, M. Schirmer, G. Alguero, B. Altieri, E. Balbinot, T. de Boer, P. Casenove, P. Corcho-Caballero, H. Furusawa, J. Furusawa, M. J. Hudson, K. Jahnke, G. Libet, J. Macias-Perez, N. Masoumzadeh, J. J. Mohr, J. Odier, D. Scott, T. Vassallo, G. Verdoes Kleijn, A. Zacchei, N. Aghanim, A. Amara, S. Andreon, N. Auricchio, S. Awan, R. Azzollini, C. Baccigalupi, M. Baldi, A. Balestra, S. Bardelli, A. Basset, P. Battaglia, A. N. Belikov, R. Bender, A. Biviano, A. Bonchi, D. Bonino, E. Branchini, S. M. Niemi, A. G. Sánchez, P. Schneider, Y. Wang, M. Calabrese, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, J. B. Melin
2026
Astronomy and Astrophysics
Forged by Feedback : Stellar Properties of Brightest Group Galaxies in Cosmological Simulations
Ruxin Barré, Arif Babul, Ghassem Gozaliasl, Alexis Finoguenov, Romeel Davé, Aviv Padawer-Blatt, Douglas Rennehan, Vida Saeedzadeh, Renier T. Hough, Thomas R. Quinn
2026
Astrophysical Journal
Euclid Quick Data Release (Q1) : XXXIII. The first catalogue of strong-lensing galaxy clusters
P. Bergamini, M. Meneghetti, A. Acebron, B. Clément, M. Bolzonella, C. Grillo, P. Rosati, D. Abriola, J. A. Acevedo Barroso, G. Angora, L. Bazzanini, R. Cabanac, B. C. Nagam, A. R. Cooray, G. Despali, G. Di Rosa, J. M. Diego, M. Fogliardi, A. Galan, R. Gavazzi, G. Granata, N. B. Hogg, K. Jahnke, L. Leuzzi, T. Li, M. Lombardi, G. Mahler, A. Manjón-García, R. B. Metcalf, M. Oguri, C. Olave, J. M. Palencia, J. Richard, K. Rojas, L. R. Ecker, C. Scarlata, M. Schirmer, S. Schuldt, D. Sluse, G. P. Smith, C. Tortora, G. Vernardos, S. M. Niemi, P. Schneider, Y. Wang, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, S. J. Liu
2026
Astronomy and Astrophysics
Euclid Quick Data Release (Q1) : XXXIV. First detections from the Euclid galaxy cluster workflow
S. Bhargava, C. Benoist, A. H. Gonzalez, M. Maturi, J. B. Melin, S. A. Stanford, E. Munari, M. Vannier, C. Murray, S. Maurogordato, A. Biviano, J. Macias-Perez, J. G. Bartlett, F. Pacaud, A. Widmer, M. Meneghetti, B. Sartoris, M. Aguena, G. Alguero, S. Andreon, S. Bardelli, L. Baumont, M. Bolzonella, R. Cabanac, A. Cappi, G. Castignani, C. Combet, J. Comparat, S. Farrens, Z. Ghaffari, P. A. Giles, C. Giocoli, M. Girardi, N. A. Hatch, L. Ingoglia, A. Iovino, G. A. Mamon, S. Mei, L. Moscardini, S. Mourre, J. Odier, S. M. Niemi, A. G. Sánchez, P. Schneider, Y. Wang, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, S. J. Liu
2026
Astronomy and Astrophysics
Euclid Quick Data Release (Q1) : XXIV. Extending the quest for little red dots to z < 4
L. Bisigello, G. Rodighiero, S. Fotopoulou, F. Ricci, K. Jahnke, A. Feltre, V. Allevato, F. Shankar, P. Cassata, E. Dalla Bontà, G. Gandolfi, G. Girardi, M. Giulietti, A. Grazian, C. C. Lovell, R. Maiolino, T. Matamoro Zatarain, M. Mezcua, I. Prandoni, D. Roberts, W. Roster, M. Salvato, M. Siudek, F. Tarsitano, Y. Toba, A. Vietri, L. Wang, G. Zamorani, M. Baes, S. Belladitta, A. Nersesian, L. Spinoglio, X. Lopez Lopez, N. Aghanim, B. Altieri, A. Amara, S. Andreon, N. Auricchio, H. Aussel, C. Baccigalupi, M. Baldi, A. Balestra, S. M. Niemi, P. Schneider, Y. Wang, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, A. Viitanen
2026
Astronomy and Astrophysics
Euclid Quick Data Release (Q1) : XXXI. LEMON – LEns MOdelling with Neural networks. Automated and fast modelling of Euclid gravitational lenses with singular isothermal ellipsoid mass profile
V. Busillo, C. Tortora, R. B. Metcalf, J. W. Nightingale, M. Meneghetti, F. Gentile, R. Gavazzi, F. Zhong, R. Li, B. Clément, G. Covone, N. R. Napolitano, F. Courbin, M. Walmsley, E. Jullo, J. Pearson, D. Scott, A. M.C. Le Brun, L. Leuzzi, N. Aghanim, B. Altieri, A. Amara, S. Andreon, H. Aussel, C. Baccigalupi, M. Baldi, S. Bardelli, P. Battaglia, A. Biviano, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, G. Cañas-Herrera, V. Capobianco, C. Carbone, V. F. Cardone, J. Carretero, S. Casas, M. Castellano, S. M. Niemi, A. G. Sánchez, P. Schneider, Y. Wang, M. Calabrese, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, S. J. Liu
2026
Astronomy and Astrophysics
Euclid Quick Data Release (Q1) : VI. From spectrograms to spectra: The SIR spectroscopic processing function
Y. Copin, M. Fumana, C. Mancini, P. N. Appleton, R. Chary, S. Conseil, A. L. Faisst, S. Hemmati, D. C. Masters, C. Scarlata, M. Scodeggio, A. Alavi, A. Carle, P. Casenove, T. Contini, I. Das, W. Gillard, G. Herzog, J. Jacobson, V. Le Brun, D. Maino, G. Setnikar, N. R. Stickley, D. Tavagnacco, Q. Xie, N. Aghanim, B. Altieri, A. Amara, S. Andreon, N. Auricchio, H. Aussel, C. Baccigalupi, M. Baldi, A. Balestra, S. Bardelli, A. Basset, P. Battaglia, A. N. Belikov, A. Biviano, A. Bonchi, E. Branchini, S. M. Niemi, A. G. Sánchez, P. Schneider, Y. Wang, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, S. Hosseini
2026
Astronomy and Astrophysics
Euclid Quick Data Release (Q1) : XV. A probabilistic classification of quenched galaxies
P. Corcho-Caballero, Y. Ascasibar, G. Verdoes Kleijn, C. C. Lovell, G. De Lucia, C. Cleland, F. Fontanot, C. Tortora, L. V.E. Koopmans, S. Eales, T. Moutard, C. Laigle, A. Nersesian, F. Shankar, M. Dunn, N. Aghanim, B. Altieri, A. Amara, S. Andreon, H. Aussel, C. Baccigalupi, M. Baldi, A. Balestra, S. Bardelli, P. Battaglia, A. Biviano, A. Bonchi, D. Bonino, E. Branchini, M. Brescia, J. Brinchmann, G. Cañas-Herrera, V. Capobianco, C. Carbone, J. Carretero, S. Casas, F. J. Castander, M. Castellano, G. Castignani, S. Cavuoti, K. C. Chambers, S. M. Niemi, A. G. Sánchez, P. Schneider, Y. Wang, Y. Fang, G. Gozaliasl, A. Hall, J. Hjorth, S. J. Liu
2026
Astronomy and Astrophysics