Personal information
Verified email addresses
alessio.spuriomancini@rhul.ac.uk
Verified email domains
cam.ac.uk
ucl.ac.uk
Biography
My research focuses on applications of Machine Learning and statistical inference techniques to cosmology and beyond.
I combine these techniques into pipelines for the extraction of cosmological information from cutting-edge astronomical data. In particular, I focus on constraints on the “Dark Universe” from weak gravitational lensing data, as measured by optical galaxy surveys like ESA’s Euclid satellite mission, for which I lead the 3x2pt Work Package in the Weak Lensing Science Working Group.
I am the creator of COSMOPOWER, a Machine Learning framework for accelerated statistical inference with neural emulators. COSMOPOWER is publicly available at:
https://github.com/alessiospuriomancini/cosmopower
I also like to apply advanced Machine Learning and statistical inference to interesting problems beyond cosmology and astrophysics — such as in seismology, to study earthquakes from their recorded seismic traces.
Activities
Employment (3)
2023-10
to
present
|
Lecturer (Assistant Professor)
(Physics)
Employment
Source:
Alessio Spurio Mancini
2019-09-01
to
2023-09
Employment
Source:
Alessio Spurio Mancini
2018-10-18
to
2019-08-31
(Kavli Institute for Cosmology)
Employment
Source:
Alessio Spurio Mancini
Education and qualifications (2)
2015-10-01
to
2018-10-17
|
PhD
(Physics and Astronomy)
Qualification
Source:
Alessio Spurio Mancini
2013-09-27
to
2015-09-27
|
Master's Degree
(Physics)
Education
Source:
Alessio Spurio Mancini
Professional activities (1)
Membership
Source:
Alessio Spurio Mancini
Works (50 of 62)
Items per page:
Page 1 of 2
arXiv e-prints
2024-07
|
Working paper
Contributors:
Euclid Collaboration;
Enia, A.;
Bolzonella, M.;
Pozzetti, L.;
Humphrey, A.;
Cunha, P. A. C.;
Hartley, W. G.;
Dubath, F.;
Paltani, S.;
Lopez Lopez, X.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-06
|
Working paper
Contributors:
Euclid Collaboration;
Lesgourgues, J.;
Schwagereit, J.;
Bucko, J.;
Parimbelli, G.;
Giri, S. K.;
Hervas-Peters, F.;
Schneider, A.;
Archidiacono, M.;
Pace, F.
et al.
Source:
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NASA Astrophysics Data System
Monthly Notices of the Royal Astronomical Society
2024-06
|
Journal article
Contributors:
Bolliet, Boris;
Spurio Mancini, Alessio;
Hill, J. Colin;
Madhavacheril, Mathew;
Jense, Hidde T.;
Calabrese, Erminia;
Dunkley, Jo
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Jense, H. T.;
Harrison, I.;
Calabrese, E.;
Spurio Mancini, A.;
Bolliet, B.;
Dunkley, J.;
Hill, J. C.
Source:
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NASA Astrophysics Data System
Astrophysics Source Code Library
2024-05
|
Research protocol or technique
Contributors:
Spurio Mancini, Alessio;
Piras, Davide;
Alsing, Justin;
Joachimi, Benjamin;
Hobson, Michael P.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Voggel, K.;
Lançon, A.;
Saifollahi, T.;
Larsen, S. S.;
Cantiello, M.;
Rejkuba, M.;
Cuillandre, J. -C.;
Hudelot, P.;
Nucita, A. A.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Congedo, G.;
Miller, L.;
Taylor, A. N.;
Cross, N.;
Duncan, C. A. J.;
Kitching, T.;
Martinet, N.;
Matthew, S.;
Schrabback, T.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Selwood, M.;
Fotopoulou, S.;
Bremer, M. N.;
Bisigello, L.;
Landt, H.;
Bañados, E.;
Zamorani, G.;
Shankar, F.;
Stern, D.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Archidiacono, M.;
Lesgourgues, J.;
Casas, S.;
Pamuk, S.;
Schöneberg, N.;
Sakr, Z.;
Parimbelli, G.;
Schneider, A.;
Hervas Peters, F.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-05
|
Journal article
BIBCODE:
2024A&A...685A.167E
Contributors:
Euclid Collaboration;
Jelic-Cizmek, G.;
Sorrenti, F.;
Lepori, F.;
Bonvin, C.;
Camera, S.;
Castander, F. J.;
Durrer, R.;
Fosalba, P.;
Kunz, M.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-05
|
Journal article
BIBCODE:
2024A&A...685A.109E
Contributors:
Euclid Collaboration;
Castro, T.;
Borgani, S.;
Costanzi, M.;
Dakin, J.;
Dolag, K.;
Fumagalli, A.;
Ragagnin, A.;
Saro, A.;
Le Brun, A. M. C.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-05
|
Journal article
BIBCODE:
2024A&A...685A.108E
Contributors:
Euclid Collaboration;
Lusso, E.;
Fotopoulou, S.;
Selwood, M.;
Allevato, V.;
Calderone, G.;
Mancini, C.;
Mignoli, M.;
Scodeggio, M.;
Bisigello, L.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Mellier, Y.;
Abdurro'uf;
Acevedo Barroso, J. A.;
Achúcarro, A.;
Adamek, J.;
Adam, R.;
Addison, G. E.;
Aghanim, N.;
Aguena, M.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Cropper, M.;
Al-Bahlawan, A.;
Amiaux, J.;
Awan, S.;
Azzollini, R.;
Benson, K.;
Berthe, M.;
Boucher, J.;
Bozzo, E.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Jahnke, K.;
Gillard, W.;
Schirmer, M.;
Ealet, A.;
Maciaszek, T.;
Prieto, E.;
Barbier, R.;
Bonoli, C.;
Corcione, L.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Hormuth, F.;
Jahnke, K.;
Schirmer, M.;
Lee, C. G. -Y.;
Scott, T.;
Barbier, R.;
Ferriol, S.;
Gillard, W.;
Grupp, F.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Euclid Collaboration;
Castander, F. J.;
Fosalba, P.;
Stadel, J.;
Potter, D.;
Carretero, J.;
Tallada-Crespí, P.;
Pozzetti, L.;
Bolzonella, M.;
Mamon, G. A.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Polanska, Alicja;
Price, Matthew A.;
Piras, Davide;
Spurio Mancini, Alessio;
McEwen, Jason D.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-05
|
Working paper
Contributors:
Piras, Davide;
Polanska, Alicja;
Spurio Mancini, Alessio;
Price, Matthew A.;
McEwen, Jason D.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-04
|
Working paper
Contributors:
Euclid Collaboration;
Sereno, M.;
Farrens, S.;
Ingoglia, L.;
Lesci, G. F.;
Baumont, L.;
Covone, G.;
Giocoli, C.;
Marulli, F.;
La Hera, S. Miranda
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-04
|
Journal article
BIBCODE:
2024A&A...684A.138E
Contributors:
Euclid Collaboration;
Deshpande, A. C.;
Kitching, T.;
Hall, A.;
Brown, M. L.;
Aghanim, N.;
Amendola, L.;
Andreon, S.;
Auricchio, N.;
Baldi, M.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-04
|
Journal article
BIBCODE:
2024A&A...684A.139E
Contributors:
Euclid Collaboration;
Lesci, G. F.;
Sereno, M.;
Radovich, M.;
Castignani, G.;
Bisigello, L.;
Marulli, F.;
Moscardini, L.;
Baumont, L.;
Covone, G.
et al.
Source:
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NASA Astrophysics Data System
Astrophysics Source Code Library
2024-04
|
Research protocol or technique
Contributors:
Price, Matthew A.;
Mars, Matthijs;
Docherty, Matthew M.;
Spurio Mancini, Alessio;
Marignier, Augustin;
McEwen, Jason D.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-03
|
Journal article
BIBCODE:
2024A&A...683A..17E
Contributors:
Euclid Collaboration;
Tanidis, K.;
Cardone, V. F.;
Martinelli, M.;
Tutusaus, I.;
Camera, S.;
Aghanim, N.;
Amara, A.;
Andreon, S.;
Auricchio, N.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-03
|
Journal article
BIBCODE:
2024A&A...683A.253E
Contributors:
Euclid Collaboration;
Fumagalli, A.;
Saro, A.;
Borgani, S.;
Castro, T.;
Costanzi, M.;
Monaco, P.;
Munari, E.;
Sefusatti, E.;
Le Brun, A. M. C.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-02
|
Working paper
Contributors:
Carrion, Karim;
Carrilho, Pedro;
Spurio Mancini, Alessio;
Pourtsidou, Alkistis;
Hidalgo, Juan Carlos
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-02
|
Working paper
Contributors:
Euclid Collaboration;
Aussel, B.;
Kruk, S.;
Walmsley, M.;
Huertas-Company, M.;
Castellano, M.;
Conselice, C. J.;
Delli Veneri, M.;
Domínguez Sánchez, H.;
Duc, P. -A.
et al.
Source:
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NASA Astrophysics Data System
VizieR Online Data Catalog
2024-02
|
Journal article
Contributors:
Lusso, E.;
Fotopoulou, S.;
Selwood, M.;
Allevato, V.;
Calderone, G.;
Mancini, C.;
Mignoli, M.;
Scodeggio, M.;
Bisigello, L.;
Feltre, A.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-01
|
Journal article
BIBCODE:
2024A&A...681A..66E
Contributors:
Euclid Collaboration;
Paltani, S.;
Coupon, J.;
Hartley, W. G.;
Alvarez-Ayllon, A.;
Dubath, F.;
Mohr, J. J.;
Schirmer, M.;
Cuillandre, J. -C.;
Desprez, G.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-01
|
Journal article
BIBCODE:
2024A&A...681A..67E
Contributors:
Euclid Collaboration;
Giocoli, C.;
Meneghetti, M.;
Rasia, E.;
Borgani, S.;
Despali, G.;
Lesci, G. F.;
Marulli, F.;
Moscardini, L.;
Sereno, M.
et al.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2024-01
|
Journal article
BIBCODE:
2024A&A...681A..68E
Contributors:
Euclid Collaboration;
Leuzzi, L.;
Meneghetti, M.;
Angora, G.;
Metcalf, R. B.;
Moscardini, L.;
Rosati, P.;
Bergamini, P.;
Calura, F.;
Clément, B.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2024-01
|
Working paper
Contributors:
Euclid Collaboration;
Serrano, S.;
Hudelot, P.;
Seidel, G.;
Pollack, J. E.;
Jullo, E.;
Torradeflot, F.;
Benielli, D.;
Fahed, R.;
Auphan, T.
et al.
Source:
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NASA Astrophysics Data System
Astrophysics Source Code Library
2024-01
|
Research protocol or technique
Contributors:
McEwen, Jason D.;
Wallis, Christopher G. R.;
Price, Matthew A.;
Docherty, Matthew M.;
Spurio Mancini, Alessio
Source:
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NASA Astrophysics Data System
arXiv e-prints
2023-12
|
Working paper
Contributors:
Euclid Collaboration;
Pezzotta, A.;
Moretti, C.;
Zennaro, M.;
Moradinezhad Dizgah, A.;
Crocce, M.;
Sefusatti, E.;
Ferrero, I.;
Pardede, K.;
Eggemeier, A.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2023-11
|
Working paper
Contributors:
Euclid Collaboration;
Bose, B.;
Carrilho, P.;
Marinucci, M.;
Moretti, C.;
Pietroni, M.;
Carella, E.;
Piga, L.;
Wright, B. S.;
Vernizzi, F.
et al.
Source:
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NASA Astrophysics Data System
The Open Journal of Astrophysics
2023-11
|
Journal article
Contributors:
Spurio Mancini, Alessio;
Bose, Benjamin
Source:
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NASA Astrophysics Data System
arXiv e-prints
2023-10
|
Working paper
Contributors:
Bolliet, B.;
Kusiak, A.;
McCarthy, F.;
Sabyr, A.;
Surrao, K.;
Hill, J. C.;
Chluba, J.;
Ferraro, S.;
Hadzhiyska, B.;
Han, D.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2023-10
|
Working paper
Contributors:
Euclid Collaboration;
Sciotti, D.;
Gouyou Beauchamps, S.;
Cardone, V. F.;
Camera, S.;
Tutusaus, I.;
Lacasa, F.;
Barreira, A.;
Gorce, A.;
Aubert, M.
et al.
Source:
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NASA Astrophysics Data System
The Open Journal of Astrophysics
2023-10
|
Journal article
Contributors:
Price, Matthew A.;
Mars, Matthijs;
Docherty, Matthew M.;
Spurio Mancini, Alessio;
Marignier, Augustin;
McEwen, Jason D.
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2023-08
|
Journal article
BIBCODE:
2023A&A...676A..34E
Contributors:
Euclid Collaboration;
Gabarra, L.;
Mancini, C.;
Rodriguez Muñoz, L.;
Rodighiero, G.;
Sirignano, C.;
Scodeggio, M.;
Talia, M.;
Dusini, S.;
Gillard, W.
et al.
Source:
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NASA Astrophysics Data System
The Open Journal of Astrophysics
2023-07
|
Journal article
Contributors:
Piras, Davide;
Spurio Mancini, Alessio
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2023-07
|
Journal article
BIBCODE:
2023A&A...675A.120E
Contributors:
Euclid Collaboration;
Ajani, V.;
Baldi, M.;
Barthelemy, A.;
Boyle, A.;
Burger, P.;
Cardone, V. F.;
Cheng, S.;
Codis, S.;
Giocoli, C.
et al.
Source:
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NASA Astrophysics Data System
Physical Review D
2023-07
|
Journal article
Contributors:
Balkenhol, L.;
Dutcher, D.;
Spurio Mancini, A.;
Doussot, A.;
Benabed, K.;
Galli, S.;
Ade, P. A. R.;
Anderson, A. J.;
Ansarinejad, B.;
Archipley, M.
et al.
Source:
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NASA Astrophysics Data System
arXiv e-prints
2023-06
|
Working paper
Contributors:
Polanska, Alicja;
Price, Matthew A.;
Spurio Mancini, Alessio;
McEwen, Jason D.
Source:
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NASA Astrophysics Data System
EGU General Assembly Conference Abstracts
2023-05
|
Conference abstract
Contributors:
Saoulis, Alex;
Ferreira, Ana;
Joachimi, Benjamin;
Spurio Mancini, Alessio;
Piras, Davide
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2023-03
|
Journal article
BIBCODE:
2023A&A...671A.100E
Contributors:
Euclid Collaboration;
Castro, T.;
Fumagalli, A.;
Angulo, R. E.;
Bocquet, S.;
Borgani, S.;
Carbone, C.;
Dakin, J.;
Dolag, K.;
Giocoli, C.
et al.
Source:
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NASA Astrophysics Data System
Geophysical Journal International
2023-02
|
Journal article
Contributors:
Piras, D.;
Spurio Mancini, A.;
Ferreira, A. M. G.;
Joachimi, B.;
Hobson, M. P.
Source:
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NASA Astrophysics Data System
RAS Techniques and Instruments
2023-01
|
Journal article
Contributors:
Spurio Mancini, A;
Docherty, M M;
Price, M A;
McEwen, J D
Source:
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NASA Astrophysics Data System
Astronomy and Astrophysics
2022-09
|
Journal article
BIBCODE:
2022A&A...665A..56L
Contributors:
Loureiro, A.;
Whittaker, L.;
Spurio Mancini, A.;
Joachimi, B.;
Cuceu, A.;
Asgari, M.;
Stölzner, B.;
Tröster, T.;
Wright, A. H.;
Bilicki, M.
et al.
Source:
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NASA Astrophysics Data System
Monthly Notices of the Royal Astronomical Society
2022-05
|
Journal article
Contributors:
Spurio Mancini, A.;
Pourtsidou, A.
Source:
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NASA Astrophysics Data System
Items per page:
Page 1 of 2