The TrackML high-energy physics tracking challenge on Kaggle
Kiehn, Moritz, Amrouche, Sabrina, Calafiura, Paolo, Estrade, Victor, Farrell, Steven, Germain, Cécile, Gligorov, Vava, Golling, Tobias, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Moyse, Edward, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrey, Vlimant, Jean-Roch, Yilnaz, Yetkin
Published in EPJ Web of Conferences (2019)
Published in EPJ Web of Conferences (2019)
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Journal Article
Conference Proceeding
Track reconstruction at LHC as a collaborative data challenge use case with RAMP
Amrouche, Sabrina, Braun, Nils, Calafiura, Paolo, Farrell, Steven, Gemmler, Jochen, Germain, Cécile, Gligorov, Vladimir Vava, Golling, Tobias, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Kégl, Balázs, Neuhaus, Sara, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrei, Vlimant, Jean-Roch, Wessel, Christian, Yilmaz, Yetkin
Published in EPJ Web of Conferences (01.01.2017)
Published in EPJ Web of Conferences (01.01.2017)
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Journal Article
Conference Proceeding
The Tracking Machine Learning Challenge: Throughput Phase
Amrouche, Sabrina, Basara, Laurent, Calafiura, Paolo, Emeliyanov, Dmitry, Estrade, Victor, Farrell, Steven, Germain, Cécile, Gligorov, Vladimir Vava, Golling, Tobias, Gorbunov, Sergey, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Kiehn, Moritz, Kunze, Marcel, Moyse, Edward, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrey, Vlimant, Jean-Roch
Published in Computing and software for big science (01.12.2023)
Published in Computing and software for big science (01.12.2023)
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Journal Article
Measurement of light-by-light scattering and search for axion-like particles with 2.2 nb(-1) of Pb+Pb data with the ATLAS detector
Aad, G., Jensen, Bengt, Ohm, Christian, Ripellino, Giulia, Shope, David R., Strandberg, Jonas, Zwalinski, L.
Published in The journal of high energy physics (2021)
Published in The journal of high energy physics (2021)
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Journal Article
Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration
Mbuvha, Rendani, Yaakoubi, Yassine, Bagiliko, John, Potes, Santiago Hincapie, Nammouchi, Amal, Amrouche, Sabrina
Year of Publication 24.04.2024
Year of Publication 24.04.2024
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Journal Article
Similarity hashing for charged particle tracking
Amrouche, Sabrina, Golling, Tobias, Kiehn, Moritz, Plant, Claudia, Salzburger, Andreas
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding
Hashing and metric learning for charged particle tracking
Amrouche, Sabrina, Kiehn, Moritz, Golling, Tobias, Salzburger, Andreas
Year of Publication 16.01.2021
Year of Publication 16.01.2021
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Journal Article
Hashing and metric learning for charged particle tracking
Amrouche, Sabrina, Kiehn, Moritz, Golling, Tobias, Salzburger, Andreas
Published in arXiv.org (16.01.2021)
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Published in arXiv.org (16.01.2021)
Paper
Measurement of the ratio of cross sections for inclusive isolated-photon production in $pp$ collisions at $\sqrt s = 13$ and $8$ TeV with the ATLAS detector
Aaboud, Morad, Aad, Georges, Abbott, Brad, Abbott, Dale Charles, Abdinov, Ovsat, Abhayasinghe, Deshan Kavishka, Abidi, Syed Haider, Abouzeid, Ossama, Abraham, Nicola, Abramowicz, Halina, Abreu, Henso, Abulaiti, Yiming, Acharya, Bobby Samir, Adachi, Shunsuke, Adam, Lennart, Adam Bourdarios, Claire, Adamczyk, Leszek, Adamek, Lukas, Adelman, Jahred, Adersberger, Michael, Adiguzel, Aytul, Adye, Tim, Affolder, Tony, Afik, Yoav, Agapopoulou, Christina, Agaras, Merve Nazlim, Aggarwal, Anamika, Agheorghiesei, Catalin, Aguilar Saavedra, Juan Antonio, Ahmadov, Faig, Aielli, Giulio, Akatsuka, Shunichi, Akesson, Torsten Paul Ake, Akilli, Ece, Akimov, Andrei, Al Khoury, Konie, Alberghi, Gian Luigi, Albert, Justin, Alconada Verzini, Maria Josefina, Alderweireldt, Sara Caroline, Aleksa, Martin, Aleksandrov, Igor, Alexa, Calin, Alexandre, Didier, Alexopoulos, Theodoros, Alhroob, Muhammad, Ali, Babar, Alimonti, Gianluca, Alison, John, Alkire, Steven Patrick, Allaire, Corentin, Allbrooke, Benedict, Allen, Benjamin William, Allport, Phillip, Aloisio, Alberto, Alonso, Alejandro, Alonso, Francisco, Alpigiani, Cristiano, Alshehri, Azzah Aziz, Alstaty, Mahmoud, Alvarez Estevez, Manuel, Alvarez Gonzalez, Barbara, Alvarez Piqueras, Damian, Alviggi, Mariagrazia, Amaral Coutinho, Yara, Ambler, Alessandro, Ambroz, Luca, Amelung, Christoph, Amidei, Dante Eric, Amor dos Santos, Susana Patricia, Amoroso, Simone, Amrouche, Cherifa Sabrina, An, Fenfen, Anastopoulos, Christos, Andari, Nansi, Andeen, Timothy, Anders, Christoph Falk, Anders, John Kenneth, Andreazza, Attilio, Andrei, George Victor, Anelli, Christopher Ryan, Angelidakis, Stylianos, Angelozzi, Ivan, Angerami, Aaron, Anisenkov, Alexey, Annovi, Alberto, Antel, Claire, Anthony, Matthew Thomas, Antonelli, Mario, Antrim, Daniel Joseph, Anulli, Fabio, Aoki, Masato, Aparisi Pozo, Javier Alberto, Aperio Bella, Ludovica, Arabidze, Giorgi, Araque Espinosa, Juan Pedro, Araujo Ferraz, Victor, Araujo Pereira, Rodrigo, Arce, Ayana, Arduh, Francisco Anuar
Published in The journal of high energy physics (2019)
Published in The journal of high energy physics (2019)
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Journal Article
Measurement of the $ Z\gamma \to \nu \overline{\nu}\gamma $ production cross section in pp collisions at $ \sqrt{s}=13 $ TeV with the ATLAS detector and limits on anomalous triple gauge-boson couplings
Aaboud, Morad, Aad, Georges, Abbott, Brad, Abdinov, Ovsat, Abeloos, Baptiste, Abhayasinghe, Deshan Kavishka, Abidi, Syed Haider, Abouzeid, Ossama, Abraham, Nicola, Abramowicz, Halina, Abreu, Henso, Abulaiti, Yiming, Acharya, Bobby Samir, Adachi, Shunsuke, Adam, Lennart, Adamczyk, Leszek, Adelman, Jahred, Adersberger, Michael, Adiguzel, Aytul, Adye, Tim, Affolder, Tony, Afik, Yoav, Agheorghiesei, Catalin, Aguilar Saavedra, Juan Antonio, Ahmadov, Faig, Aielli, Giulio, Akatsuka, Shunichi, Akesson, Torsten Paul Ake, Akilli, Ece, Akimov, Andrei, Alberghi, Gian Luigi, Albert, Justin, Albicocco, Pietro, Alconada Verzini, Maria Josefina, Alderweireldt, Sara Caroline, Aleksa, Martin, Aleksandrov, Igor, Alexa, Calin, Alexopoulos, Theodoros, Alhroob, Muhammad, Ali, Babar, Alimonti, Gianluca, Alison, John, Alkire, Steven Patrick, Allaire, Corentin, Allbrooke, Benedict, Allen, Benjamin William, Allport, Phillip, Aloisio, Alberto, Alonso, Alejandro, Alonso, Francisco, Alpigiani, Cristiano, Alshehri, Azzah Aziz, Alstaty, Mahmoud, Alvarez Gonzalez, Barbara, Alvarez Piqueras, Damian, Alviggi, Mariagrazia, Amadio, Brian Thomas, Amaral Coutinho, Yara, Ambler, Alessandro, Ambroz, Luca, Amelung, Christoph, Amidei, Dante Eric, Amor dos Santos, Susana Patricia, Amoroso, Simone, Amrouche, Cherifa Sabrina, Anastopoulos, Christos, Ancu, Lucian Stefan, Andari, Nansi, Andeen, Timothy, Anders, Christoph Falk, Anders, John Kenneth, Anderson, Kelby, Andreazza, Attilio, Andrei, George Victor, Anelli, Christopher Ryan, Angelidakis, Stylianos, Angelozzi, Ivan, Angerami, Aaron, Anisenkov, Alexey, Annovi, Alberto, Antel, Claire, Anthony, Matthew Thomas, Antonelli, Mario, Antrim, Daniel Joseph, Anulli, Fabio, Aoki, Masato, Aparisi Pozo, Javier Alberto, Aperio Bella, Ludovica, Arabidze, Giorgi, Araque Espinosa, Juan Pedro, Araujo Ferraz, Victor, Araujo Pereira, Rodrigo, Arce, Ayana, Ardell, Rose Elisabeth, Arduh, Francisco Anuar, Arguin, Jean-Francois, Argyropoulos, Spyridon, Armbruster, Aaron James, Armitage, Lewis James
Published in The journal of high energy physics (2018)
Published in The journal of high energy physics (2018)
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Journal Article
The Tracking Machine Learning challenge : Accuracy phase
Amrouche, Sabrina, Basara, Laurent, Calafiura, Paolo, Estrade, Victor, Farrell, Steven, Ferreira, Diogo R, Finnie, Liam, Finnie, Nicole, Germain, Cécile, Gligorov, Vladimir Vava, Golling, Tobias, Gorbunov, Sergey, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Kiehn, Moritz, Moyse, Edward, Jean-Francois Puget, Reina, Yuval, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrey, Jean-Roch Vlimant, Wind, Johan Sokrates, Xylouris, Trian, Yilmaz, Yetkin
Published in arXiv.org (03.05.2021)
Published in arXiv.org (03.05.2021)
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Paper
Journal Article
The Tracking Machine Learning challenge : Throughput phase
Amrouche, Sabrina, Basara, Laurent, Calafiura, Paolo, Emeliyanov, Dmitry, Estrade, Victor, Farrell, Steven, Germain, Cécile, Gligorov, Vladimir Vava, Golling, Tobias, Gorbunov, Sergey, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Kiehn, Moritz, Kunze, Marcel, Moyse, Edward, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrey, Vlimant, Jean-Roch
Year of Publication 03.05.2021
Year of Publication 03.05.2021
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Journal Article
TrackML: A High Energy Physics Particle Tracking Challenge
Calafiura, Polo, Farrell, Steven, Gray, Heather, Vlimant, Jean-Roch, Innocente, Vincenzo, Salzburger, Andreas, Amrouche, Sabrina, Golling, Tobias, Kiehn, Moritz, Estrade, Victor, Germaint, Cecile, Guyon, Isabelle, Moyse, Ed, Rousseau, David, Yilmaz, Yetkin, Gligorov, Vladimir Vava, Hushchyn, Mikhail, Ustyuzhanin, Andrey
Published in 2018 IEEE 14th International Conference on e-Science (e-Science) (01.10.2018)
Published in 2018 IEEE 14th International Conference on e-Science (e-Science) (01.10.2018)
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Conference Proceeding
The Tracking Machine Learning Challenge: Accuracy Phase
Amrouche, Sabrina, Basara, Laurent, Calafiura, Paolo, Estrade, Victor, Farrell, Steven, Ferreira, Diogo R., Finnie, Liam, Finnie, Nicole, Germain, Cécile, Gligorov, Vladimir Vava, Golling, Tobias, Gorbunov, Sergey, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Kiehn, Moritz, Moyse, Edward, Puget, Jean-François, Reina, Yuval, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrey, Vlimant, Jean-Roch, Wind, Johan Sokrates, Xylouris, Trian, Yilmaz, Yetkin
Published in The NeurIPS '18 Competition (2019)
Published in The NeurIPS '18 Competition (2019)
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Book Chapter
The Tracking Machine Learning challenge : Throughput phase
Amrouche, Sabrina, Basara, Laurent, Calafiura, Paolo, Emeliyanov, Dmitry, Estrade, Victor, Farrell, Steven, Germain, Cécile, Gligorov, Vladimir Vava, Golling, Tobias, Gorbunov, Sergey, Gray, Heather, Guyon, Isabelle, Hushchyn, Mikhail, Innocente, Vincenzo, Kiehn, Moritz, Kunze, Marcel, Moyse, Edward, Rousseau, David, Salzburger, Andreas, Ustyuzhanin, Andrey, Jean-Roch Vlimant
Published in arXiv.org (14.05.2021)
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Published in arXiv.org (14.05.2021)
Paper