Rezultaty
The leading node Southampton will ensure proper completion of the Consortium Agreement in due time
Final report on SecondmentsEvery 12 months, after month 1, the leader beneficiary of the Training WP7, will compile a report on the status of the Secondments. The annual reports will be included in the annual progress reports (Progress report Y1, Periodic report 1, Progress report Y3, Periodic report 2).
Calculate stateoftheart probabilities of mergerbarclumpiness status of AGN host galaxies based on advanced Convolutional Neural Networks trained against zoomin highresolution hydrodynamic simulations
Bayesian and MCMC-based Eddington ratio distributionsMeasure the Eddington ratio (accretion) distributions of AGN by combining the J-PAS narrow-band photometric survey with wide-area and deep pencil-beam X-ray/IR surveys.
Bayesian/machine-learning-based column density/SFR distributionsCompare the nuclear extinction from the X-ray data to the host-galaxy SED-derived extinction to place constraints on the scale of the obscuration.
Data cubes of spatially resolved host galaxy properties and AGN outflowsCompletion of large samples to characterize demography of AGN outflows.
Advanced databases for diverse AGN cosmological modelsDetermine the key observational differences among models with different black-hole triggering mechanisms. Create suite of mock catalogues under different assumptions for the underlying physics.
Selection-corrected AGN statistical indicatorsCombine multiwavelength observations to identify AGN at different bands of the electromagnetic spectrum (X-rays, infrared, optical/UV), and build a consistent AGN (bolometric) luminosity function and full projected correlation function as a function of reshift, luminosity, obscuration, and galaxy properties.
Analytic recipes for black hole growth informed by zoom-in simulationsBuild the full evolution of black holes triggered with different mechanisms within largescale cosmological semianalytic models SAMs inclusive of stateoftheart thermalkinetic AGN feedback as inspired by zoomin simulations
Final conference proceedings and draft of BiD4BEST bookFinal conference proceedings and draft of a book, supported by the Unbound platform, will be made publicly available.
Bayesian and deep-learning-based template fitting algorithmsDevelop machinedeeplearning algorithms to optimise AGN selection down to the Xray weakComptonthick AGN buried in highly starforming host galaxies
Multiscale hydro simulations with Radiative Transfer and (diverse) AGN feedbackTest different physical processes for black hole fuelling and related AGN activity in cosmological, hydrodynamical simulations. Develop and implement new models for mechanical AGN feedback in state-of-the-art, magneto-hydrodynamical simulations inclusive of cosmic rays. Investigate how the radiation emitted by the AGN couples to the interstellar medium by solving the full radiative transfer equation. Follow self-consistently the chemical evolution of the gas phase. Compare predictions from multiscale simulations for the connection between AGN evolution, host galaxy properties and large-scale environment with observations.
Analytic models for black hole growth derived via MCMC and Bayesian inference techniquesStatistical determination of the supermassive blackhole and stellar mass functions of active and quiescent galaxies at different redshifts with different input light curves Predict the mean relation between black hole accretion rate and star formation rate as a function of stellar mass and cosmic time
CNN-based AGN wind selections algorithmsDevelop machine\deep-learning methods that use multiwavelength photometric properties to select interesting AGN (strong winds) among X-ray populations.
Dissemination and Outreach PlanA detailed dissemination plan will be developed with a roadmap of what will be disseminated at what time and to what level always complying with the publication rules and IPR rights settled in the Consortium Agreement It will also describe the science publication policies About outreach activities ESRs will be actively involved and trained for this activity Some examples mentioned in the DoA the following Charity work eg with DataKind datakindorg International Womens Day Stargazing Live in the UK 500 participants World Space Week activities at local science centres International Day of Light the yearly European Researchers Night science festivals etc There will be also other activities that will be added in the plan
Network portalThe leader of WP7 will take care of setting up the ITN portal with the use of third parties and internal resources to the network and then write a public report about the portal to the benefit of the whole network
Machine-learning tools for photo-z and AGN selectionsDevelop machine-deep-learning methods for photometric redshifts and Bayesian/Monte Carlo routines for optimization of AGN selections in multiwavelength data.
Conference proceedings and/or contributionsA report will be issued listing the full number of contributions to international conferences. At least 13 conference proceedings and/or contributions are expected by the fellows of the project.
Cutting-edge tools for data cube visualization of AGN host galaxy propertiesDistinguish the physical links between AGN activity and host galaxy properties (stellar mass, star-formation rate, morphology and/or environment) in the local Universe. Create tools to visualise data cubes.
Papers submitted to peer-refereed, high-impact journalsA report will be issued listing the full number of papers submitted/published in refereed, high-impact factor journals. At least 13 papers are expected to be submitted to peer-refereed, high-impact journals from the fellows of the project.
Machine learning-based subgrid physics for zoom-in simulationsMachine learning to tune subgrid physics prescriptions in simulations Use the SPH and gridbased eg RAMSES hydro solvers to develop highresolution simulations of galaxies and their black holes
Publikacje
Autorzy:
Salvato, M.; Wolf, J.; Dwelly, T.; Georgakakis, A.; Brusa, M.; Merloni, A.; Liu, T.; Toba, Y.; Nandra, K.; Lamer, G.; Buchner, J.; Schneider, C.; Freund, S.; Rau, A.; Schwope, A.; Nishizawa, A.; Klein, M.; Arcodia, R.; Comparat, J.; Musiimenta, B.; Nagao, T.; Brunner, H.; Malyali, A.; Finoguenov, A.; Anderson, S.; Shen, Y.; Ibarra-Mendel, H.; Trump, J.; Brandt, W. N.; Urry, C. M.; Rivera, C.; Krum
Opublikowane w:
Astronomy & Astrophysics, Numer 661, 2022, ISSN 0004-6361
Wydawca:
Springer Verlag
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10.1051/0004-6361/202141631
Autorzy:
52. Merloni, A., Lamer, G., Liu, T., Ramos-Ceja, M.E., Brunner, H., Bulbul, E., Dennerl, K., Doroshenko, V., Freyberg, M.J., Friedrich, S., Gatuzz, E., Georgakakis, A., Haberl, F., Igo, Z., Kreykenbohm, I., Liu, A., Maitra, C., Malyali, A., Mayer, M.G.F., Nandra, K., Predehl, P., Robrade, J., Salvato, M., Sanders, J.S., Stewart, I., Tubín-Arenas, D., Weber, P., Wilms, J., Arcodia, R., Artis, E.,
Opublikowane w:
Astronomy & Astrophysics, Numer Volume 682, A34, 2024, ISSN 0004-6361
Wydawca:
Springer Verlag
DOI:
10.1051/0004-6361/202347165
Autorzy:
Petter, Grayson C.; Hickox, Ryan C.; Alexander, David M.; Myers, Adam D.; Geach, James E.; Whalen, Kelly E.; Andonie, Carolina P.
Opublikowane w:
The Astrophysical Journal, Numer Vol 946, Number 27, 2023, Strona(/y) 1-16, ISSN 1538-4357
Wydawca:
American Astronomical Society
DOI:
10.48550/arxiv.2302.00690
Autorzy:
Cazzoli, S.; Hermosa Muñoz, L.; Márquez, Isabel; Masegosa, Josefa; Castillo-Morales, Á.; Gil de Paz, A.; Hernández-García, L.; La Franca, F.; Ramos Almeida, C.
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Astronomy and Astrophysics, Numer Volume 664, Article No A135, September 2022, 2022, ISSN 0035-8711
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Blackwell Publishing Inc.
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10.1051/0004-6361/202142695
Autorzy:
A. Viitanen; V. Allevato; A. Finoguenov; F. Shankar; R. Gilli; G. Lanzuisi; F. Vito
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Astronomy & Astrophysics, Numer Volume 674, Article A214, 2023, ISSN 0004-6361
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Springer Verlag
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10.1051/0004-6361/202245320
Autorzy:
J. C. S. Pierce; J. C. S. Pierce; Clive Tadhunter; Y. Gordon; Y. Gordon; C. Ramos Almeida; C. Ramos Almeida; Sara L. Ellison; C. P. O'Dea; L. P. Grimmett; L. Makrygianni; P. S. Bessiere; P. Doña Girón; P. Doña Girón
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Monthly Notices of the Royal Astronomical Society, Numer Volume 510, Numer 1, 2021, ISSN 0004-6361
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10.48550/arxiv.2111.03075
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S. García-Burillo, A. Alonso-Herrero, C. Ramos Almeida, O. González-Martín, F. Combes, A. Usero, S. Hönig, M. Querejeta, E. K. S. Hicks, L. K. Hunt, D. Rosario, R. Davies, P. G. Boorman, A. J. Bunker, L. Burtscher, L. Colina, T. Díaz-Santos, P. Gandhi, I. García-Bernete, B. García-Lorenzo, K. Ichikawa, M. Imanishi, T. Izumi, A. Labiano, N. A. Levenson, E. López-Rodríguez, C. Packham, M. P
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Astronomy & Astrophysics, Numer Volume 652, id.A98, 40 pp., 2021, ISSN 0004-6361
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10.1051/0004-6361/202141075
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Iván Muñoz Rodríguez; Antonis Georgakakis; Francesco Shankar; Viola Allevato; Silvia Bonoli; Marcella Brusa; Andrea Lapi; Akke Viitanen
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MNRAS, Numer Volume 518, Numer 1, January 2023, 2023, Strona(/y) Pages 1041–1056 , ISSN 0035-8711
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10.48550/arxiv.2211.00032
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Astronomy & Astrophysics, Numer 14320746, 2022, ISSN 1432-0746
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Astronomy and Astrophysics, Numer Volume 665, Article No A55, September 2022, 2022, ISSN 0004-6361
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10.1051/0004-6361/202243585
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Liu, Teng ; Merloni, Andrea ; Wolf, Julien search by orcid ; Salvato, Mara ; Reiprich, Thomas H. ; Comparat, Johan ; Arcodia, Riccardo ; Lamer, Georg ; Georgakakis, Antonis ; Dwelly, Tom ; Sanders, Jeremy ; Buchner, Johannes search by orcid ; Haberl, Frank ; Ramos-Ceja, Miriam E. ; Wilms, Jörn search by orcid ; Nandra, Kirpal ; Brunner, Hermann ; Brusa, Marcella ; Schwope, Axel ; Robrade, Jan ; F
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10.1051/0004-6361/202243362
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Monthly Notices of the Royal Astronomical Society, Numer Volume 518, Numer 2, January 2023, Pages 2546–2566, 2023, Strona(/y) Pages 2546–2566, ISSN 1365-2966
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Oxford University Press
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Monthly Notices of the Royal Astronomical Society, Numer 00358711, 2022, Strona(/y) Pages 167–184, ISSN 0035-8711
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Astronomy & Astrophysics, Numer Volume 672, Article No 137, 2023, ISSN 0004-6361
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D Dicken; C N Tadhunter; N P H Nesvadba; E Bernhard; V Könyves; R Morganti; C Ramos Almeida; T Oosterloo
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Monthly Notices of the Royal Astronomical Society, Numer Volume 519, Numer 4, March 2023, Pages 5807–5827, 2022, ISSN 0035-8711
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Blackwell Publishing Inc.
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10.1093/mnras/stac3465
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Donaji Esparza-Arredondo; Omaira González-Martín; Deborah Dultzin; Josefa Masegosa; Cristina Ramos-Almeida; Cristina Ramos-Almeida; I. García-Bernete; Jacopo Fritz; Natalia Osorio-Clavijo
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Astronomy and Astrophysics, Numer Volume 651, July 2021, 2021, ISSN 1432-0746
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10.1051/0004-6361/202040043
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Andonie, C., Ricci, C., Paltani, S., Arévalo, P., Treister, E., Bauer, F., Stalevski, M.
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Monthly Notices of the Royal Astronomical Society, 2022, ISSN 1365-2966
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Oxford University Press
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10.1093/mnras/stac403
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B. Musiimenta; M. Brusa; T. Liu; M. Salvato; J. Buchner; Z. Igo; S. G. H. Waddell; Y. Toba; R. Arcodia; J. Comparat; D. Alexander; F. Shankar; A. Lapi; C. Ramos Almeida; A. Georgakakis; A. Merloni; T. Urrutia; J. Li; Y. Terashima; Y. Shen; Q. Wu; T. Dwelly; K. Nandra; J. Wolf
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Astronomy & Astrophysics, Numer Volume 697, A84, 2023, ISSN 0004-6361
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10.1051/0004-6361/202245555
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G A Matzeu; M Lieu; M T Costa; J N Reeves; V Braito; M Dadina; E Nardini; P G Boorman; M L Parker; S A Sim; D Barret; E Kammoun; R Middei; M Giustini; M Brusa; J Pérez Cabrera; S Marchesi
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Monthly Notices of the Royal Astronomical Society, Numer Volume 515, Numer 4, pp.6172-6190, 2022, ISSN 0035-8711
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Blackwell Publishing Inc.
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10.1093/mnras/stac2155
Autorzy:
50. Kugel, R., Schaye, J., Schaller, M., Helly., J.C., Braspenning, J., Elbers, W., Frenk, C.S., McCarthy, I.G., Kwan, J., Salcido, J., van Daalen, M.P., Vandenbroucke, B., Bahé, Y.M., Borrow, J., Chaikin, E., Huško, F., Jenkins, A., Lacey, C.G., Nobles., F.S.J., Vernon, I.
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Monthly Notices of the Royal Astronomical Society, Numer Volume 526, Numer 4, 2023, Strona(/y) 6103–6127, ISSN 0035-8711
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Blackwell Publishing Inc.
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10.1093/mnras/stad2540
Autorzy:
Carolina Andonie, David M Alexander, David Rosario, Brivael Laloux, Antonis Georgakakis, Leah K Morabito, Carolin Villforth, Mathilda Avirett-Mackenzie, Gabriela Calistro Rivera, Agnese Del Moro, Sotiria Fotopoulou, Chris Harrison, Andrea Lapi, James Petley, Grayson Petter, Francesco Shankar
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Monthly Notices of the Royal Astronomical Society,, Numer Volume 517, Numer 2, December 2022,, 2022, Strona(/y) 2577–2598, ISSN 0035-8711
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Blackwell Publishing Inc.
DOI:
10.1093/mnras/stac2800
Autorzy:
Hao Fu; Francesco Shankar; Mohammadreza Ayromlou; Max Dickson; Ioanna Koutsouridou; Yetli Rosas-Guevara; Christopher Marsden; Kristina Brocklebank; Mariangela Bernardi; Nikolaos Shiamtanis; Joseph Williams; Lorenzo Zanisi; Viola Allevato; Lumen Boco; Silvia Bonoli; Andrea Cattaneo; Paola Dimauro; Fangzhou Jiang; Andrea Lapi; Nicola Menci; Stefani Petropoulou; Carolin Villforth
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Monthly Notices of the Royal Astronomical Society, Numer Volume 516, Numer 3, November 2022, 2022, Strona(/y) Pages 3206–3233, ISSN 0035-8711
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Blackwell Publishing Inc.
DOI:
10.48550/arxiv.2208.00014
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Astronomy & Astrophysics, Numer Volume 652, id.A99, 26 pp., 2021, ISSN 0004-6361
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Monthly Notices of the Royal Astronomical Society, Numer Volume 505, Numer 3, 2021, Strona(/y) pp.4555-4570, ISSN 1365-2966
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Oxford University Press
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Astronomy & Astrophysics, Numer The Early Data Release of eROSITA and Mikhail Pavlinsky ART-XC on the SRG mission special issue, 2022, ISSN 0004-6361
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10.1051/0004-6361/202141092
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Monthly Notices of the Royal Astronomical Society, Numer Volume 500, Numer 3, 2021, Strona(/y) 3719-3727, ISSN 1365-2966
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Monthly Notices of the Royal Astronomical Society, Numer Volume 527, Numer 4, 2024, ISSN 0035-8711
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Anton V. Afanasiev; Simona Mei; Hao Fu; Francesco Shankar; Stefania Amodeo; Daniel Stern; Elizabeth A. Cooke; Anthony H. Gonzalez; Gaël Noirot; Alessandro Rettura; Dominika Wylezalek; Carlos De Breuck; Nina A. Hatch; Spencer A. Stanford; Joël Vernet
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Astronomy & Astrophysics, Numer Volume 670, A95, 2023, ISSN 0004-6361
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10.1051/0004-6361/202244634
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Sébastien Comerón; Sébastien Comerón; Sébastien Comerón; Johan H. Knapen; Johan H. Knapen; C. Ramos Almeida; C. Ramos Almeida; A. E. Watkins
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Astronomy & Astrophysics, Numer Volume 645, id.A130, 25 pp., 2021, ISSN 0004-6361
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The Astrophysical Journal, Numer Volume 922, Number 2, 2021, ISSN 1538-4357
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Monthly Notices of the Royal Astronomical Society, Numer Volume 518, Numer 2, January 2023, 2023, Strona(/y) Pages 2088–2101, ISSN 0035-8711
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The Astrophysical Journal, Numer Volume 924, Numer 2, id. 56, 2022, ISSN 0004-637X
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Astronomy & Astrophysics, Numer Volume 683, A57, 2024, ISSN 0004-6361
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Monthly Notices of the Royal Astronomical Society, Numer 00358711, 2022, Strona(/y) 249–264, ISSN 0035-8711
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10.48550/arxiv.2203.07134
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César Ivan Victoria-Ceballos; Omaira González-Martín; Jacopo Fritz; Cristina Ramos Almeida; Enrique López-Rodríguez; Santiago García-Burillo; Almudena Alonso-Herrero; Mariela Martínez-Paredes; Donaji Esparza-Arredondo; Natalia Osorio-Clavijo
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B. Balmaverde; A. Capetti; R. D. Baldi; S. Baum; M. Chiaberge; R. Gilli; A. Jimenez-Gallardo; A. Marconi; F. Massaro; E. Meyer; C. O’Dea; G. Speranza; E. Torresi; G. Venturi
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Luca Sala (LMU), Elia Cenci, Pedro R Capelo, Alessandro Lupi and Massimo Dotti
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Monthly Notices of the Royal Astronomical Society, Numer Volume 500, Numer 4, 2020, Strona(/y) Pages 4788-4800, ISSN 1365-2966
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Monthly Notices of the Royal Astronomical Society,, Numer Volume 522, Numer 2, 2023, Strona(/y) Pages 1736–1751, ISSN 0035-8711
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MNRAS, Numer Volume 512, Numer 1, 2022, Strona(/y) 86-103, ISSN 0035-8711
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Opublikowane w:
Monthly Notices of the Royal Astronomical Society, 2021, ISSN 1365-2966
Wydawca:
Oxford University Press
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10.1093/mnras/stab3705
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Monthly Notices of the Royal Astronomical Society, Numer Volume 523, Numer 3, 2023, Strona(/y) Pages 3709–3731, ISSN 0035-8711
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Blackwell Publishing Inc.
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Monthly Notices of the Royal Astronomical Society, 2022, ISSN 1365-2966
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Astronomy & Astrophysics, Numer Volume 681, A63, 2024, ISSN 0004-6361
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Monthly Notices of the Royal Astronomical Society, Numer Volume 493, Numer 1, 2020, Strona(/y) pages 1500-1511, ISSN 1365-2966
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