# https://citation-file-format.github.io/
# https://github.com/citation-file-format/citation-file-format/blob/main/schema-guide.md
cff-version: 1.2.0

title: nilearn

abstract: |
  Nilearn enables approachable and versatile analyses of brain volumes.
  It provides statistical and machine-learning tools,
  with instructive documentation & friendly community.

message: If you use this software, please cite it as below.

repository-code: https://github.com/nilearn/nilearn

preferred-citation:
  authors:
    - family-names: Nilearn contributors
  title: Nilearn
  url: https://doi.org/10.5281/zenodo.8397156
  type: software

identifiers:
  - description: 2014, Frontiers in Neuroinformatics
    type: doi
    value: 10.3389/fninf.2014.00014
  - description: Zenodo collection for all releases
    type: doi
    value: 10.5281/zenodo.8397156
  - description: 2023, OHBM poster
    type: doi
    value: 10.5281/zenodo.8383514

contact:
  - given-names: Bertrand
    family-names: Thirion
    email: bertrand.thirion@inria.fr
    affiliation: Inria, France

license: BSD-4-Clause

authors:
  - family-names: Nilearn contributors
  - given-names: Ahmad
    family-names: Chamma
    website: https://github.com/achamma723
    affiliation: Inria, Saclay, France
    email: ahmad.chamma@inria.fr
    orcid: https://orcid.org/0000-0003-0975-133X
  - given-names: Aina
    family-names: Frau-Pascual
    website: https://github.com/ainafp
    orcid: https://orcid.org/0000-0001-6311-8426
  - given-names: Alex
    family-names: Rothberg
    website: https://github.com/cancan101
    affiliation: Free Agency, New York, USA
    email: agrothberg@gmail.com
  - given-names: Alexandre
    family-names: Abadie
    website: https://github.com/aabadie
    affiliation: Inria, Paris
  - given-names: Alexandre
    family-names: Abraham
    website: https://twinee.fr/
    affiliation: Bazemont, Île-de-France, France
    orcid: https://orcid.org/0000-0003-3693-0560
  - given-names: Alexandre
    family-names: Gramfort
    website: http://alexandre.gramfort.net/
    affiliation: Meta, France
    email: agramfort@meta.com
    orcid: https://orcid.org/0000-0001-9791-4404
  - given-names: Alexandre
    family-names: Savio
    website: https://github.com/alex-savio
  - given-names: Alexandre
    family-names: Cionca
    website: https://github.com/acionca
    affiliation: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0002-1910-9650
  - given-names: Alexandre
    family-names: Sayal
    website: https://github.com/alexsayal
    affiliation: CIBIT, University of Coimbra, Portugal
  - given-names: Alexis
    family-names: Thual
    website: https://github.com/alexisthual
    affiliation: Inria, Saclay, France
  - given-names: Alisha
    family-names: Kodibagkar
    website: https://github.com/alishakodibagkar/
    affiliation: MIT McGovern Institute, Cambridge, Massachusetts, United States
    orcid: https://orcid.org/0000-0002-0951-242X
  - given-names: Amadeus
    family-names: Kanaan
  - given-names: Ana Luisa
    family-names: Pinho
    website: https://github.com/alpinho
    affiliation: Western University, London, Ontario, Canada
  - given-names: Anand
    family-names: Joshi
    website: https://github.com/ajoshiusc
    affiliation: University of Southern California, Los Angeles, California, United States
  - given-names: Andrés Hoyos
    family-names: Idrobo
    website: https://github.com/ahoyosid
    affiliation: Rakuten, France
  - given-names: Anne-Sophie
    family-names: Kieslinger
    website: https://github.com/askieslinger
    affiliation: Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germnay
  - given-names: Anupriya
    family-names: Kumari
    website: https://github.com/anupriyakkumari
    affiliation: Indian Institute of Technology, Roorkee, India
    email: anupriyakkumari@gmail.com
  - given-names: Ariel
    family-names: Rokem
    website: https://arokem.org/
    affiliation: University of Washington, Psychology, Seattle, Washington, 98107, USA
    email: arokem@uw.edu
    orcid: https://orcid.org/0000-0003-0679-1985
  - given-names: Arthur
    family-names: Mensch
    website: https://github.com/arthurmensch
    orcid: https://orcid.org/0000-0001-7866-0461
  - given-names: Aswin
    family-names: Vijayan
    website: https://github.com/vaswin0
  - given-names: Audrey
    family-names: Duran
    website: https://github.com/AudreyDuran
    affiliation: TheraPanacea, France
  - given-names: Ben
    family-names: Cipollini
    website: https://github.com/bcipolli
    affiliation: Facebook, Hayward, California, USA
  - given-names: Bertrand
    family-names: Thirion
    website: https://pages.saclay.inria.fr/bertrand.thirion/
    email: bertrand.thirion@inria.fr
    affiliation: Inria, Saclay, France
    orcid: https://orcid.org/0000-0001-5018-7895
  - given-names: Binh
    family-names: Nguyen
    website: https://tbng.github.io/
  - given-names: Caglar
    family-names: Cakan
    website: https://github.com/caglorithm
    affiliation: Technische Universität Berlin, Berlin, Germany
    orcid: https://orcid.org/0000-0002-1902-5393
  - given-names: Chloe
    family-names: Hampson
    website: https://github.com/chlohamp
    affiliation: Florida International University, Miami, United States
    orcid: https://orcid.org/0009-0005-1212-9324
  - given-names: Chris
    family-names: Gorgolewski
    website: https://chrisgorgolewski.org/
    affiliation: Google LLC
    email: krzysztof.gorgolewski@gmail.com
    orcid: https://orcid.org/0000-0003-3321-7583
  - given-names: Chris
    family-names: Markiewicz
    website: https://github.com/effigies
    affiliation: Stanford University, Stanford, California, USA
    email: markiewicz@stanford.edu
    orcid: https://orcid.org/0000-0002-6533-164X
  - given-names: Christian
    family-names: Horea
    website: https://chymera.eu/
    affiliation: Dartmouth College, PBS, Hanover, New Hampshire, USA
    email: chr@chymera.eu
    orcid: https://orcid.org/0000-0001-7037-2449
  - given-names: Christian
    family-names: Gerloff
    website: https://github.com/ChristianGerloff
  - given-names: Christina
    family-names: Roßmanith
    affiliation: Dept. of Neurology, Medical Faculty Mannheim, University of Heidelberg, Germany
    email: christina.rossmanith@medma.uni-heidelberg.de
    website: https://github.com/crossmanith
  - given-names: Colin
    family-names: Reininger
    website: https://github.com/reiningc
    affiliation: Denver, Colorado, USA
  - given-names: Connor
    family-names: Lane
    website: https://github.com/clane9
    affiliation: Child Mind Institute, Baltimore, MD, USA
  - given-names: Czarina
    family-names: Sy
    website: https://github.com/czarinasy
  - given-names: Céline
    family-names: Delettre
    website: https://github.com/celinede
  - given-names: Dan
    family-names: Gale
    website: https://github.com/danjgale
    affiliation: Centre for Neuroscience Studie, Queen University, Kingston, Ontario, Canada
  - given-names: Daniel
    family-names: Gomez
    website: https://github.com/dangom
    affiliation: Cambridge, Massachusetts, USA
  - given-names: Danilo
    family-names: Bzdok
    website: https://github.com/banilo
    affiliation: McGill University & Mila Quebec AI Institute, Montréal, Canada
  - given-names: David G
    family-names: Ellis
    website: https://github.com/ellisdg
    affiliation: University of Nebraska Medical Center, Nebraska, USA
  - given-names: Demian
    family-names: Wassermann
    website: https://github.com/demianw
    affiliation: Inria, Saclay, France
    email: demian.wassermann@inria.fr
    orcid: https://orcid.org/0000-0001-5194-6056
  - given-names: Derek
    family-names: Pisner
    website: https://github.com/dPys
    affiliation: St. Petersburg, FL
    orcid: https://orcid.org/0000-0002-1228-0201
  - given-names: Dimitri Papadopoulos
    family-names: Orfanos
    website: https://github.com/DimitriPapadopoulos
    affiliation: NeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
    orcid: https://orcid.org/0000-0002-1242-8990
  - given-names: Elizabeth
    family-names: DuPre
    website: https://elizabeth-dupre.com/
    affiliation: Stanford University, Stanford, California, USA
    orcid: https://orcid.org/0000-0003-1358-196X
  - given-names: Elvis
    family-names: Dohmatob
    website: https://dohmatob.github.io/
    affiliation: Facebook AI Research (FAIR)
  - given-names: Eric
    family-names: Larson
    website: https://larsoner.com/
    affiliation: Institute for Learning and Brain Sciences, University of Washington, Washington, USA
  - given-names: Evan
    family-names: Edmond
    website: https://evan.science/
    affiliation: University of Oxford, Oxford, UK
    orcid: https://orcid.org/0000-0003-4641-3583
  - given-names: Fabian
    family-names: Pedregosa
    website: https://github.com/fabianp
    affiliation: '@google, Geneva, Switzerland'
    orcid: https://orcid.org/0000-0003-4025-3953
  - given-names: Florent
    family-names: Pollet
    website: https://florian6973.github.io/
    affiliation: ENS Paris-Saclay, Saclay, France
  - given-names: Franz
    family-names: Liem
    website: https://github.com/fliem
  - given-names: François
    family-names: Paugam
    website: https://github.com/FrancoisPgm
    orcid: https://orcid.org/0000-0002-8161-7699
  - given-names: Gael
    family-names: Varoquaux
    website: https://gael-varoquaux.info/
    affiliation: Inria, Saclay, France
    orcid: https://orcid.org/0000-0003-1076-5122
  - given-names: Gilles de
    family-names: Hollander
    website: https://github.com/Gilles86
    email: gilles.de.hollander@gmail.com
    affiliation: Vrije Universiteit, Amsterdam, The Netherlands
    orcid: https://orcid.org/0000-0003-1988-5091
  - given-names: Greg
    family-names: Kiar
    website: https://gkiar.me/
    affiliation: Child Mind Institute
    email: gkiar07@gmail.com
    orcid: https://orcid.org/0000-0001-8915-496X
  - given-names: Greydon
    family-names: Gilmore
    website: https://www.greydongilmore.com/
    affiliation: Department of Mathematics, Western University, Toronto, Canada
    email: greydon.gilmore@gmail.com
    orcid: https://orcid.org/0000-0001-7523-5734
  - given-names: Guillaume
    family-names: Lemaitre
    website: https://glemaitre.github.io/
    affiliation: Inria, Saclay, France
    email: g.lemaitre58@gmail.com
    orcid: https://orcid.org/0000-0002-0897-6791
  - given-names: Gustav
    family-names: Magnusson
    website: https://github.com/gurraburra
    affiliation: Linköping University, Linköping
    orcid: https://orcid.org/0000-0002-1668-2021
  - given-names: Hande
    family-names: Gözükan
    website: https://github.com/hndgzkn
    affiliation: Inria, Saclay, France
    email: hande.gozukan@inria.fr
  - given-names: Hao-Ting
    family-names: Wang
    website: https://wanghaoting.com/
    affiliation: Montréal Geriatrics Institute (CRIUGM), Montréal, Canada
    email: wang.hao-ting@criugm.qc.ca
    orcid: https://orcid.org/0000-0003-4078-2038
  - given-names: Himanshu
    family-names: Aggarwal
    website: https://github.com/man-shu
    affiliation: Inria, Saclay, France
    email: himanshu.aggarwal@inria.fr
    orcid: https://orcid.org/0000-0003-2451-0470
  - given-names: Ian
    family-names: Abenes
    website: https://github.com/boredStats
    orcid: https://orcid.org/0000-0002-7625-1557
  - given-names: Idrissa
    family-names: Traore
    affiliation: IMT Atlantique, Brest, France
    website: https://github.com/badrinini
  - given-names: Jake
    family-names: Vogel
    website: https://github.com/illdopejake
    email: jacobwvogel@gmail.com
    affiliation: Department of Clinical Sciences, SciLifeLab, Lund University, Lund, Sweden
  - given-names: Jan
    family-names: Margeta
    website: https://github.com/jmargeta
    affiliation: KardioMe, Nova Dubnica, Slovakia
    email: jmargeta@gmail.com
    orcid: https://orcid.org/0000-0003-4882-0502
  - given-names: Jaques
    family-names: Grobler
    website: https://github.com/jaquesgrobler
    affiliation: Anyline GmbH, Vienna, Austria
  - given-names: Jason
    family-names: Gors
    website: http://jgors.com/
    affiliation: Insight Data Science, Mountain View, California, USA
  - given-names: Jason
    family-names: Kai
    website: https://github.com/kaitj
    affiliation: Child Mind Institute
  - given-names: Javier
    family-names: Rasero
    website: https://jrasero.github.io/
    affiliation: School of Data Science, University of Virginia, Viginia, USA
    orcid: https://orcid.org/0000-0003-1661-2856
  - given-names: Jean
    family-names: Kossaifi
    website: https://jeankossaifi.com/
    affiliation: Imperial College London, London, UK
  - given-names: Jean-Rémi
    family-names: King
    website: https://github.com/kingjr
    affiliation: Meta AI, CNRS, Paris
  - given-names: Jelle Roelof
    family-names: Dalenberg
    website: https://github.com/jrdalenberg
    affiliation: University Medical Center Groningen, Groningen, The Netherlands
    orcid: https://orcid.org/0000-0001-8580-5358
  - given-names: Jeremy
    family-names: Lefort-Besnard
    website: https://jlefortbesnard.github.io/
    affiliation: Inria Rennes, France
  - given-names: Jerome
    family-names: Dockes
    website: https://jeromedockes.github.io/
    affiliation: Origami lab, McGill University, Montréal, Canada
  - given-names: Jerome-Alexis
    family-names: Chevalier
    website: https://github.com/ja-che
    affiliation: Emerton Data
    orcid: https://orcid.org/0000-0003-1959-3056
  - given-names: Johannes
    family-names: Wiesner
    website: https://github.com/JohannesWiesner
    affiliation: Central Institute of Mental Health, Mannheim, Germany
    orcid: https://orcid.org/0000-0001-7040-3516
  - given-names: John T.
    family-names: Johnson
    affiliation: Neurogram, USA
    website: https://github.com/JohnAtl
  - given-names: Jon Haitz Legarreta
    family-names: Gorrono
    website: https://github.com/jhlegarreta
    affiliation: Brigham and Women's Hospital, Mass General Brigham/Harvard Medical School, Boston, Massachusetts, USA
  - given-names: Jona
    family-names: Sassenhagen
    website: https://github.com/jona-sassenhagen
  - given-names: Jordi
    family-names: Huguet
    website: https://github.com/jhuguetn
    affiliation: BarcelonaBeta Brain Research Center
    email: jhuguetn@gmail.com
    orcid: https://orcid.org/0000-0001-8420-4833
  - given-names: Joshua
    family-names: Teves
    website: https://github.com/jbteves
  - given-names: Julia
    family-names: Huntenburg
    website: https://github.com/juhuntenburg
    affiliation: International Brain Laboratory, Berlin, Germany
    orcid: https://orcid.org/0000-0003-0579-9811
  - given-names: Julio A
    family-names: Peraza
    website: https://github.com/JulioAPeraza
    affiliation: Florida International University, Miami, Florida, USA
    orcid: https://orcid.org/0000-0003-3816-5903
  - given-names: Kamalakar Reddy
    family-names: Daddy
    website: https://github.com/KamalakerDadi
    email: dkamalakarreddy@gmail.com
  - given-names: Kevin
    family-names: Sitek
    website: https://github.com/sitek
    affiliation: Northwestern University, Evanston, Ilinois , USA
    email: kevin.sitek@northwestern.edu
    orcid: https://orcid.org/0000-0002-2172-5786
  - given-names: Koen
    family-names: Helwegen
    website: https://github.com/koenhelwegen
    affiliation: Dutch Connectome Lab, VU, Amsterdam, The Netherlands
    orcid: https://orcid.org/0000-0002-1247-6626
  - given-names: Konrad
    family-names: Wagstyl
    website: https://github.com/kwagstyl
    orcid: https://orcid.org/0000-0003-3439-5808
  - given-names: Konstantin
    family-names: Shmelkov
    website: https://github.com/kshmelkov
  - given-names: Kshitij
    family-names: Chawla
    website: https://github.com/kchawla-pi
    affiliation: Duke University Health System, USA
    email: kc.insight.pi@gmail.com
    orcid: https://orcid.org/0000-0002-7517-6321
  - given-names: Kun
    family-names: CHEN
    website: https://chenkun.me
    affiliation: University of Macau, Macau, China
    email: yc17307@um.edu.mo
    orcid: https://orcid.org/0000-0002-9138-3195
  - given-names: Lee
    family-names: Newberg
    website: https://github.com/Leengit
    affiliation: Kitware, Inc., USA
    email: leengit@quantconsulting.com
    orcid: https://orcid.org/0000-0003-4644-8874
  - given-names: Leonard
    family-names: Sasse
    website: https://github.com/LeSasse
    orcid: https://orcid.org/0000-0002-2400-3404
  - given-names: Loic
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    website: https://github.com/lesteve
  - given-names: Loic
    family-names: Tetrel
    website: https://ltetrel.github.io/
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    family-names: Paz
    website: https://github.com/luzpaz
  - given-names: Manon
    family-names: Pietrantoni
    website: https://github.com/ManonP38
  - given-names: Martin
    family-names: Perez-Guevara
    website: https://github.com/MartinPerez
    affiliation: Criteo, France
  - given-names: Martin
    family-names: Wegrzyn
    website: https://github.com/mwegrzyn
    affiliation: Bielefeld University, Bielefeld, Germany
  - given-names: Mathias
    family-names: Goncalves
    website: https://github.com/mgxd
    affiliation: Stanford University, Stanford, California, USA
    email: mathiasg@stanford.edu
    orcid: https://orcid.org/0000-0002-7252-7771
  - given-names: Mathieu
    family-names: Dugré
    website: https://mathdugre.me
    affiliation: Concordia University, Montréal, Canada
    orcid: https://orcid.org/0000-0003-2828-6031
  - given-names: Matthias
    family-names: Ekman
    website: https://github.com/mekman
    affiliation: Donders Institute, Nijmegen, The Netherlands
    orcid: https://orcid.org/0000-0003-1254-1392
  - given-names: Matthieu
    family-names: Joulot
    website: https://github.com/MatthieuJoulot
    affiliation: Aramis, Paris Brain Institute, Paris, France
    email: matthieu.joulot@gmail.com
  - given-names: Maximilian Cosmo
    family-names: Sitter
    website: https://github.com/mcsitter
  - given-names: Mehdi
    family-names: Rahim
    website: https://github.com/mrahim
    affiliation: Air Liquide, France
  - given-names: Mia
    family-names: Zwally
    website: https://github.com/MIZwally
    affiliation: DSST, National Institute of Mental Health, USA
  - given-names: Micha
    family-names: Burkhardt
    website: https://github.com/mibur1
    affiliation: University of Oldenburg, Germany
    orcid: https://orcid.org/0000-0002-6268-3527
  - given-names: Michael
    family-names: Eickenberg
    website: https://github.com/eickenberg
    affiliation: Flatiron Institute, New-York, New-York, USA
  - given-names: Michael
    family-names: Hanke
    website: https://github.com/mih
    email: michael.hanke@gmail.com
    affiliation: Psychoinformatics, Forschungszentrum Jülich GmbH, Jülich, Germany
    orcid: https://orcid.org/0000-0001-6398-6370
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    family-names: Notter
    website: https://github.com/miykael
    email: michaelnotter@hotmail.com
    affiliation: ams OSRAM, Martigny, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0002-5866-047X
  - given-names: Michael
    family-names: Waskom
    website: https://mwaskom.github.io/
    affiliation: Flatiron health, New York, USA
    email: mwaskom+www@gmail.com
  - given-names: Michelle
    family-names: Wang
    website: https://michellewang.github.io
    affiliation: Origami lab, McGill University, Montréal, Canada
  - given-names: Milton
    family-names: Camacho
    website: https://github.com/miltoncamacho
    affiliation: University of Calgary, Calgary, Alberta, Canada
    email: miltoncamachoicc@gmail.com
  - given-names: Mohammad
    family-names: Torabi
    website: https://github.com/mtorabi59
    affiliation: Origami lab, McGill University, Montréal, Canada
    email: mohammad.torabi@mail.mcgill.ca
    orcid: https://orcid.org/0000-0002-4429-8481
  - given-names: Mohammad
    family-names: Sadeghi Hardengi
    website: https://github.com/mohammedsadeghi
    affiliation: IAUN, Iran (M.Sc. student, AI and robotics)
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    family-names: Boos
    website: https://github.com/mjboos
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    family-names: Chapra
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    family-names: Song
    website: https://github.com/NeuroVR-Song
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    family-names: Clarke
    website: https://github.com/clarkenj
    affiliation: '@SIMEXP, Montréal, Canada'
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    family-names: Shah
    website: https://github.com/NeelayS
    affiliation: Max Planck Institute for Intelligent Systems, Germany
    email: shahnh19@gmail.com
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    family-names: Gensollen
    website: https://nicolasgensollen.github.io/
    affiliation: Inria, Paris, France
    orcid: https://orcid.org/0000-0001-7199-9753
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    family-names: Krish
    website: https://github.com/NIkhilgKrish
    affiliation: University of Texas, Austin
  - given-names: Oliver
    family-names: Warrington
    website: https://github.com/OliverWarrington
    affiliation: Wellcome Centre for Human Neuroimaging, UCL, London, UK
    orcid: https://orcid.org/0000-0002-3592-7071
  - given-names: Oscar
    family-names: Esteban
    website: https://github.com/oesteban
    affiliation: Centre Hospitalier Universitaire Vaudoise, Lausanne, Switzerland
    orcid: https://orcid.org/0000-0001-8435-6191
  - given-names: Patrick
    family-names: Sadil
    website: https://psadil.github.io/psadil
    affiliation: Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, USA
    orcid: https://orcid.org/0000-0003-4141-1343
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    family-names: Bogdan
    website: https://github.com/paulcbogdan
  - given-names: Paul
    family-names: Reiners
    website: https://github.com/paul-reiners
    affiliation: Masonic Institute for the Developing Brain, University of Minnesota, USA
    orcid: https://orcid.org/0000-0002-6167-5007
  - given-names: Paula
    family-names: Sanz-Leon
    website: https://github.com/pausz
    orcid: https://orcid.org/0000-0002-1545-6380
    affiliation: Medical Research Institute, Brisbane, Australia
  - given-names: Peer
    family-names: Herholz
    website: https://peerherholz.github.io/
    affiliation: Origami lab, McGill University, Montréal, Canada
    orcid: https://orcid.org/0000-0002-9840-6257
  - given-names: Philippe
    family-names: Gervais
    website: https://github.com/pgervais
    affiliation: Zurich, Switzerland
  - given-names: Pierre
    family-names: Bellec
    website: https://github.com/lunebellec
    affiliation: Psychology Department, University of Montréal, Montréal, Canada
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  - given-names: Tarun
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  - given-names: Victoria
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    affiliation: Peking University, Beijing, China
  - given-names: Zvi
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    affiliation: Tel-Aviv University, Israel
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  - given-names: Óscar
    family-names: Nájera
    website: https://github.com/Titan-C
    affiliation: Checkmk
