Pub Date : 2021-07-05DOI: 10.1007/s41781-021-00061-3
V. Kuznetsov, L. Giommi, D. Bonacorsi
{"title":"MLaaS4HEP: Machine Learning as a Service for HEP","authors":"V. Kuznetsov, L. Giommi, D. Bonacorsi","doi":"10.1007/s41781-021-00061-3","DOIUrl":"https://doi.org/10.1007/s41781-021-00061-3","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s41781-021-00061-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53241140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1007/s41781-022-00082-6
L. Benato, E. Buhmann, M. Erdmann, P. Fackeldey, J. Glombitza, N. Hartmann, G. Kasieczka, W. Korcari, T. Kuhr, J. Steinheimer, H. Stöcker, T. Plehn, K. Zhou
{"title":"Shared Data and Algorithms for Deep Learning in Fundamental Physics","authors":"L. Benato, E. Buhmann, M. Erdmann, P. Fackeldey, J. Glombitza, N. Hartmann, G. Kasieczka, W. Korcari, T. Kuhr, J. Steinheimer, H. Stöcker, T. Plehn, K. Zhou","doi":"10.1007/s41781-022-00082-6","DOIUrl":"https://doi.org/10.1007/s41781-022-00082-6","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48523119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-06-25DOI: 10.1007/s41781-021-00078-8
X. Ai, C. Allaire, N. Calace, Angéla Czirkos, M. Elsing, Irina Ene, R. Farkas, L. Gagnon, R. Garg, P. Gessinger, Hadrien Grasland, H. Gray, C. Gumpert, J. Hrdinka, Benjamin Huth, M. Kiehn, F. Klimpel, B. Kolbinger, A. Krasznahorkay, R. Langenberg, C. Leggett, Georgiana Mania, E. Moyse, J. Niermann, J. Osborn, D. Rousseau, A. Salzburger, B. Schlag, Lauren Tompkins, T. Yamazaki, B. Yeo, Jin Zhang
{"title":"A Common Tracking Software Project","authors":"X. Ai, C. Allaire, N. Calace, Angéla Czirkos, M. Elsing, Irina Ene, R. Farkas, L. Gagnon, R. Garg, P. Gessinger, Hadrien Grasland, H. Gray, C. Gumpert, J. Hrdinka, Benjamin Huth, M. Kiehn, F. Klimpel, B. Kolbinger, A. Krasznahorkay, R. Langenberg, C. Leggett, Georgiana Mania, E. Moyse, J. Niermann, J. Osborn, D. Rousseau, A. Salzburger, B. Schlag, Lauren Tompkins, T. Yamazaki, B. Yeo, Jin Zhang","doi":"10.1007/s41781-021-00078-8","DOIUrl":"https://doi.org/10.1007/s41781-021-00078-8","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43999987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-22DOI: 10.1007/s41781-021-00055-1
A. Valassi, E. Yazgan, J. Mcfayden, S. Amoroso, J. Bendavid, Andy Buckley, M. Cacciari, T. Childers, V. Ciulli, R. Frederix, S. Frixione, F. Giuli, A. Grohsjean, Christian Gütschow, S. Höche, W. Hopkins, P. Ilten, D. Konstantinov, F. Krauss, Qiang Li, L. Lönnblad, F. Maltoni, M. Mangano, Z. Marshall, O. Mattelaer, J. Fernandez Menendez, S. Mrenna, S. Muralidharan, Tobias Neumann, S. Plätzer, S. Prestel, S. Roiser, M. Schönherr, Holger Schulz, M. Schulz, E. Sexton-Kennedy, F. Siegert, A. Siódmok, G. Stewart
{"title":"Challenges in Monte Carlo Event Generator Software for High-Luminosity LHC","authors":"A. Valassi, E. Yazgan, J. Mcfayden, S. Amoroso, J. Bendavid, Andy Buckley, M. Cacciari, T. Childers, V. Ciulli, R. Frederix, S. Frixione, F. Giuli, A. Grohsjean, Christian Gütschow, S. Höche, W. Hopkins, P. Ilten, D. Konstantinov, F. Krauss, Qiang Li, L. Lönnblad, F. Maltoni, M. Mangano, Z. Marshall, O. Mattelaer, J. Fernandez Menendez, S. Mrenna, S. Muralidharan, Tobias Neumann, S. Plätzer, S. Prestel, S. Roiser, M. Schönherr, Holger Schulz, M. Schulz, E. Sexton-Kennedy, F. Siegert, A. Siódmok, G. Stewart","doi":"10.1007/s41781-021-00055-1","DOIUrl":"https://doi.org/10.1007/s41781-021-00055-1","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s41781-021-00055-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53241126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-09DOI: 10.1007/s41781-021-00070-2
R. Aaij, M. Adinolfi, S. Aiola, S. Akar, J. Albrecht, M. Alexander, S. Amato, Y. Amhis, F. Archilli, M. Bala, G. Bassi, L. Bian, M. Blago, T. Boettcher, A. Boldyrev, S. Borghi, A. B. Rodriguez, L. Calefice, M. C. Gomez, D. P'erez, A. Cardini, M. Cattaneo, V. Chobanova, G. Ciezarek, X. Vidal, J. Cobbledick, J. Coelho, T. Colombo, A. Contu, B. Couturier, D. Craik, R. Currie, P. d’Argent, M. Cian, D. Derkach, F. Dordei, M. Dorigo, L. Dufour, P. Durante, A. Dziurda, A. Dzyuba, S. Easo, S. Esen, P. F. Declara, Sergey Filippov, C. Fitzpatrick, M. Frank, P. Gandini, V. Gligorov, E. Golobardes, G. Graziani, L. Grillo, P. Gunther, S. Hansmann-Menzemer, A. Hennequin, L. Henry, D. Hill, S. Hollitt, J. Hu, W. Hulsbergen, R. Hunter, M. Hushchyn, B. Jashal, C. Jones, S. Klaver, K. Klimaszewski, R. Kopecná, W. Krzemień, M. Kucharczyk, R. Lane, F. Lazzari, R. Gac, P. Li, J. Lopes, M. Martinez, A. Lupato, O. Lupton, X. Lyu, F. Machefert, O. Madejczyk, S. Malde, Jean François Marchand, S. Mariani, C. M. Benito, D. M. Santo
{"title":"A Comparison of CPU and GPU Implementations for the LHCb Experiment Run 3 Trigger","authors":"R. Aaij, M. Adinolfi, S. Aiola, S. Akar, J. Albrecht, M. Alexander, S. Amato, Y. Amhis, F. Archilli, M. Bala, G. Bassi, L. Bian, M. Blago, T. Boettcher, A. Boldyrev, S. Borghi, A. B. Rodriguez, L. Calefice, M. C. Gomez, D. P'erez, A. Cardini, M. Cattaneo, V. Chobanova, G. Ciezarek, X. Vidal, J. Cobbledick, J. Coelho, T. Colombo, A. Contu, B. Couturier, D. Craik, R. Currie, P. d’Argent, M. Cian, D. Derkach, F. Dordei, M. Dorigo, L. Dufour, P. Durante, A. Dziurda, A. Dzyuba, S. Easo, S. Esen, P. F. Declara, Sergey Filippov, C. Fitzpatrick, M. Frank, P. Gandini, V. Gligorov, E. Golobardes, G. Graziani, L. Grillo, P. Gunther, S. Hansmann-Menzemer, A. Hennequin, L. Henry, D. Hill, S. Hollitt, J. Hu, W. Hulsbergen, R. Hunter, M. Hushchyn, B. Jashal, C. Jones, S. Klaver, K. Klimaszewski, R. Kopecná, W. Krzemień, M. Kucharczyk, R. Lane, F. Lazzari, R. Gac, P. Li, J. Lopes, M. Martinez, A. Lupato, O. Lupton, X. Lyu, F. Machefert, O. Madejczyk, S. Malde, Jean François Marchand, S. Mariani, C. M. Benito, D. M. Santo","doi":"10.1007/s41781-021-00070-2","DOIUrl":"https://doi.org/10.1007/s41781-021-00070-2","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48311145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-03DOI: 10.1007/s41781-023-00094-w
S. Amrouche, L. Basara, P. Calafiura, D. Emeliyanov, Victor Estrade, S. Farrell, Cécile Germain, V. Gligorov, T. Golling, S. Gorbunov, H. Gray, Isabelle M Guyon, M. Hushchyn, V. Innocente, M. Kiehn, M. Kunze, E. Moyse, D. Rousseau, A. Salzburger, A. Ustyuzhanin, J. Vlimant
{"title":"The Tracking Machine Learning Challenge: Throughput Phase","authors":"S. Amrouche, L. Basara, P. Calafiura, D. Emeliyanov, Victor Estrade, S. Farrell, Cécile Germain, V. Gligorov, T. Golling, S. Gorbunov, H. Gray, Isabelle M Guyon, M. Hushchyn, V. Innocente, M. Kiehn, M. Kunze, E. Moyse, D. Rousseau, A. Salzburger, A. Ustyuzhanin, J. Vlimant","doi":"10.1007/s41781-023-00094-w","DOIUrl":"https://doi.org/10.1007/s41781-023-00094-w","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":"7 1","pages":"1-19"},"PeriodicalIF":0.0,"publicationDate":"2021-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41389395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-03-23DOI: 10.1007/s41781-021-00075-x
Jamie Heredge, C. Hill, L. Hollenberg, M. Sevior
{"title":"Quantum Support Vector Machines for Continuum Suppression in B Meson Decays","authors":"Jamie Heredge, C. Hill, L. Hollenberg, M. Sevior","doi":"10.1007/s41781-021-00075-x","DOIUrl":"https://doi.org/10.1007/s41781-021-00075-x","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42054356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-03-17DOI: 10.1007/s41781-021-00057-z
S. Maddrell-Mander, Lakshan Ram Madhan Mohan, A. Marshall, D. O’Hanlon, K. Petridis, J. Rademacker, Victoria Rege, A. Titterton
{"title":"Studying the Potential of Graphcore® IPUs for Applications in Particle Physics","authors":"S. Maddrell-Mander, Lakshan Ram Madhan Mohan, A. Marshall, D. O’Hanlon, K. Petridis, J. Rademacker, Victoria Rege, A. Titterton","doi":"10.1007/s41781-021-00057-z","DOIUrl":"https://doi.org/10.1007/s41781-021-00057-z","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s41781-021-00057-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46387265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-03-02DOI: 10.1007/s41781-021-00077-9
Marco Rossi, S. Vallecorsa
{"title":"Deep Learning Strategies for ProtoDUNE Raw Data Denoising","authors":"Marco Rossi, S. Vallecorsa","doi":"10.1007/s41781-021-00077-9","DOIUrl":"https://doi.org/10.1007/s41781-021-00077-9","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44854453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-02-18DOI: 10.1007/s41781-021-00062-2
G. Aad, B. Abbott, D. Abbott, A. A. Abud, K. Abeling, D. K. Abhayasinghe, S. H. Abidi, O. AbouZeid, N. Abraham, H. Abramowicz, H. Abreu, Y. Abulaiti, A. Hoffman, B. Acharya, B. Achkar, L. Adam, C. Bourdarios, L. Adamczyk, L. Adamek, J. Adelman, A. Adiguzel, S. Adorni, T. Adye, A. Affolder, Y. Afik, C. Agapopoulou, M. N. Agaras, A. Aggarwal, C. Agheorghiesei, J. A. Aguilar-Saavedra, A. Ahmad, F. Ahmadov, W. S. Ahmed, X. Ai, G. Aielli, S. Akatsuka, M. Akbiyik, T. Åkesson, E. Akilli, A. Akimov, K. Khoury, G. Alberghi, J. Albert, M. A. Verzini, S. Alderweireldt, M. Aleksa, I. Aleksandrov, C. Alexa, T. Alexopoulos, A. Alfonsi, F. Alfonsi, M. Alhroob, B. Ali, S. Ali, M. Aliev, G. Alimonti, C. Allaire, B. Allbrooke, P. Allport, A. Aloisio, F. Alonso, C. Alpigiani, E. Camelia, M. A. Estevez, M. Alviggi, Y. Coutinho, A. Ambler, L. Ambroz, C. Amelung, D. Amidei, S. D. Santos, S. Amoroso, C. Amrouche, C. Anastopoulos, N. Andari, T. Andeen, J. Anders, S. Y. Andrean, A. Andreazza, V. Andrei, C. Anelli, S. Angelidakis,
{"title":"Emulating the impact of additional proton–proton interactions in the ATLAS simulation by presampling sets of inelastic Monte Carlo events","authors":"G. Aad, B. Abbott, D. Abbott, A. A. Abud, K. Abeling, D. K. Abhayasinghe, S. H. Abidi, O. AbouZeid, N. Abraham, H. Abramowicz, H. Abreu, Y. Abulaiti, A. Hoffman, B. Acharya, B. Achkar, L. Adam, C. Bourdarios, L. Adamczyk, L. Adamek, J. Adelman, A. Adiguzel, S. Adorni, T. Adye, A. Affolder, Y. Afik, C. Agapopoulou, M. N. Agaras, A. Aggarwal, C. Agheorghiesei, J. A. Aguilar-Saavedra, A. Ahmad, F. Ahmadov, W. S. Ahmed, X. Ai, G. Aielli, S. Akatsuka, M. Akbiyik, T. Åkesson, E. Akilli, A. Akimov, K. Khoury, G. Alberghi, J. Albert, M. A. Verzini, S. Alderweireldt, M. Aleksa, I. Aleksandrov, C. Alexa, T. Alexopoulos, A. Alfonsi, F. Alfonsi, M. Alhroob, B. Ali, S. Ali, M. Aliev, G. Alimonti, C. Allaire, B. Allbrooke, P. Allport, A. Aloisio, F. Alonso, C. Alpigiani, E. Camelia, M. A. Estevez, M. Alviggi, Y. Coutinho, A. Ambler, L. Ambroz, C. Amelung, D. Amidei, S. D. Santos, S. Amoroso, C. Amrouche, C. Anastopoulos, N. Andari, T. Andeen, J. Anders, S. Y. Andrean, A. Andreazza, V. Andrei, C. Anelli, S. Angelidakis,","doi":"10.1007/s41781-021-00062-2","DOIUrl":"https://doi.org/10.1007/s41781-021-00062-2","url":null,"abstract":"","PeriodicalId":36026,"journal":{"name":"Computing and Software for Big Science","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53241178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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