AI-assisted optimization of the ECCE tracking system at the Electron Ion Collider
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Fanelli, C.[Fanelli, C.] | - |
dc.contributor.author | Papandreou, Z.[Papandreou, Z.] | - |
dc.contributor.author | Suresh, K.[Suresh, K.] | - |
dc.contributor.author | Adkins, J.K.[Adkins, J.K.] | - |
dc.contributor.author | Akiba, Y.[Akiba, Y.] | - |
dc.contributor.author | Albataineh, A.[Albataineh, A.] | - |
dc.contributor.author | Amaryan, M.[Amaryan, M.] | - |
dc.contributor.author | Arsene, I.C.[Arsene, I.C.] | - |
dc.contributor.author | Gayoso, C.A.[Gayoso, C.A.] | - |
dc.contributor.author | Bae, J.[Bae, J.] | - |
dc.contributor.author | Bai, X.[Bai, X.] | - |
dc.contributor.author | Baker, M.D.[Baker, M.D.] | - |
dc.contributor.author | Bashkanov, M.[Bashkanov, M.] | - |
dc.contributor.author | Bellwied, R.[Bellwied, R.] | - |
dc.contributor.author | Benmokhtar, F.[Benmokhtar, F.] | - |
dc.contributor.author | Berdnikov, V.[Berdnikov, V.] | - |
dc.contributor.author | Bernauer, J.C.[Bernauer, J.C.] | - |
dc.contributor.author | Bock, F.[Bock, F.] | - |
dc.contributor.author | Boeglin, W.[Boeglin, W.] | - |
dc.contributor.author | Borysova, M.[Borysova, M.] | - |
dc.contributor.author | Brash, E.[Brash, E.] | - |
dc.contributor.author | Brindza, P.[Brindza, P.] | - |
dc.contributor.author | Briscoe, W.J.[Briscoe, W.J.] | - |
dc.contributor.author | Brooks, M.[Brooks, M.] | - |
dc.contributor.author | Bueltmann, S.[Bueltmann, S.] | - |
dc.contributor.author | Bukhari, M.H.S.[Bukhari, M.H.S.] | - |
dc.contributor.author | Bylinkin, A.[Bylinkin, A.] | - |
dc.contributor.author | Capobianco, R.[Capobianco, R.] | - |
dc.contributor.author | Chang, W.-C.[Chang, W.-C.] | - |
dc.contributor.author | Cheon, Y.[Cheon, Y.] | - |
dc.contributor.author | Chen, K.[Chen, K.] | - |
dc.contributor.author | Chen, K.-F.[Chen, K.-F.] | - |
dc.contributor.author | Cheng, K.-Y.[Cheng, K.-Y.] | - |
dc.contributor.author | Chiu, M.[Chiu, M.] | - |
dc.contributor.author | Chujo, T.[Chujo, T.] | - |
dc.contributor.author | Citron, Z.[Citron, Z.] | - |
dc.contributor.author | Cline, E.[Cline, E.] | - |
dc.contributor.author | Cohen, E.[Cohen, E.] | - |
dc.contributor.author | Cormier, T.[Cormier, T.] | - |
dc.contributor.author | Morales, Y.C.[Morales, Y.C.] | - |
dc.contributor.author | Cotton, C.[Cotton, C.] | - |
dc.contributor.author | Crafts, J.[Crafts, J.] | - |
dc.contributor.author | Crawford, C.[Crawford, C.] | - |
dc.contributor.author | Creekmore, S.[Creekmore, S.] | - |
dc.contributor.author | Cuevas, C.[Cuevas, C.] | - |
dc.contributor.author | Cunningham, J.[Cunningham, J.] | - |
dc.contributor.author | David, G.[David, G.] | - |
dc.contributor.author | Dean, C.T.[Dean, C.T.] | - |
dc.contributor.author | Demarteau, M.[Demarteau, M.] | - |
dc.contributor.author | Diehl, S.[Diehl, S.] | - |
dc.contributor.author | Doshita, N.[Doshita, N.] | - |
dc.contributor.author | Dupré, R.[Dupré, R.] | - |
dc.contributor.author | Durham, J.M.[Durham, J.M.] | - |
dc.contributor.author | Dzhygadlo, R.[Dzhygadlo, R.] | - |
dc.contributor.author | Ehlers, R.[Ehlers, R.] | - |
dc.contributor.author | El, Fassi L.[El, Fassi L.] | - |
dc.contributor.author | Emmert, A.[Emmert, A.] | - |
dc.contributor.author | Ent, R.[Ent, R.] | - |
dc.contributor.author | Fatemi, R.[Fatemi, R.] | - |
dc.contributor.author | Fegan, S.[Fegan, S.] | - |
dc.contributor.author | Finger, M.[Finger, M.] | - |
dc.contributor.author | Frantz, J.[Frantz, J.] | - |
dc.contributor.author | Friedman, M.[Friedman, M.] | - |
dc.contributor.author | Friscic, I.[Friscic, I.] | - |
dc.contributor.author | Gangadharan, D.[Gangadharan, D.] | - |
dc.contributor.author | Gardner, S.[Gardner, S.] | - |
dc.contributor.author | Gates, K.[Gates, K.] | - |
dc.contributor.author | Geurts, F.[Geurts, F.] | - |
dc.contributor.author | Gilman, R.[Gilman, R.] | - |
dc.contributor.author | Glazier, D.[Glazier, D.] | - |
dc.contributor.author | Glimos, E.[Glimos, E.] | - |
dc.contributor.author | Goto, Y.[Goto, Y.] | - |
dc.contributor.author | Grau, N.[Grau, N.] | - |
dc.contributor.author | Greene, S.V.[Greene, S.V.] | - |
dc.contributor.author | Guo, A.Q.[Guo, A.Q.] | - |
dc.contributor.author | Guo, L.[Guo, L.] | - |
dc.contributor.author | Ha, S.K.[Ha, S.K.] | - |
dc.contributor.author | Haggerty, J.[Haggerty, J.] | - |
dc.contributor.author | Hayward, T.[Hayward, T.] | - |
dc.contributor.author | He, X.[He, X.] | - |
dc.contributor.author | Hen, O.[Hen, O.] | - |
dc.contributor.author | Higinbotham, D.W.[Higinbotham, D.W.] | - |
dc.contributor.author | Hoballah, M.[Hoballah, M.] | - |
dc.contributor.author | Horn, T.[Horn, T.] | - |
dc.contributor.author | Hoghmrtsyan, A.[Hoghmrtsyan, A.] | - |
dc.contributor.author | Hsu, P.-H.J.[Hsu, P.-H.J.] | - |
dc.contributor.author | Huang, J.[Huang, J.] | - |
dc.contributor.author | Huber, G.[Huber, G.] | - |
dc.contributor.author | Hutson, A.[Hutson, A.] | - |
dc.contributor.author | Hwang, K.Y.[Hwang, K.Y.] | - |
dc.contributor.author | Hyde, C.E.[Hyde, C.E.] | - |
dc.contributor.author | Inaba, M.[Inaba, M.] | - |
dc.contributor.author | Iwata, T.[Iwata, T.] | - |
dc.contributor.author | Jo, H.S.[Jo, H.S.] | - |
dc.contributor.author | Joo, K.[Joo, K.] | - |
dc.contributor.author | Kalantarians, N.[Kalantarians, N.] | - |
dc.contributor.author | Kalicy, G.[Kalicy, G.] | - |
dc.contributor.author | Kawade, K.[Kawade, K.] | - |
dc.contributor.author | Kay, S.J.D.[Kay, S.J.D.] | - |
dc.contributor.author | Kim, A.[Kim, A.] | - |
dc.contributor.author | Kim, B.[Kim, B.] | - |
dc.contributor.author | Kim, C.[Kim, C.] | - |
dc.contributor.author | Kim, M.[Kim, M.] | - |
dc.contributor.author | Kim, Y.[Kim, Y.] | - |
dc.contributor.author | Kistenev, E.[Kistenev, E.] | - |
dc.contributor.author | Klimenko, V.[Klimenko, V.] | - |
dc.contributor.author | Ko, S.H.[Ko, S.H.] | - |
dc.contributor.author | Korover, I.[Korover, I.] | - |
dc.contributor.author | Korsch, W.[Korsch, W.] | - |
dc.contributor.author | Krintiras, G.[Krintiras, G.] | - |
dc.contributor.author | Kuhn, S.[Kuhn, S.] | - |
dc.contributor.author | Kuo, C.-M.[Kuo, C.-M.] | - |
dc.contributor.author | Kutz, T.[Kutz, T.] | - |
dc.contributor.author | Lajoie, J.[Lajoie, J.] | - |
dc.contributor.author | Lawrence, D.[Lawrence, D.] | - |
dc.contributor.author | Lebedev, S.[Lebedev, S.] | - |
dc.contributor.author | Lee, H.[Lee, H.] | - |
dc.contributor.author | Lee, J.S.H.[Lee, J.S.H.] | - |
dc.contributor.author | Lee, S.W.[Lee, S.W.] | - |
dc.contributor.author | Lee, Y.-J.[Lee, Y.-J.] | - |
dc.contributor.author | Li, W.[Li, W.] | - |
dc.contributor.author | Li, W.B.[Li, W.B.] | - |
dc.contributor.author | Li, X.[Li, X.] | - |
dc.contributor.author | Liang, Y.T.[Liang, Y.T.] | - |
dc.contributor.author | Lim, S.[Lim, S.] | - |
dc.contributor.author | Lin, C.-H.[Lin, C.-H.] | - |
dc.contributor.author | Lin, D.X.[Lin, D.X.] | - |
dc.contributor.author | Liu, K.[Liu, K.] | - |
dc.contributor.author | Liu, M.X.[Liu, M.X.] | - |
dc.contributor.author | Livingston, K.[Livingston, K.] | - |
dc.contributor.author | Liyanage, N.[Liyanage, N.] | - |
dc.contributor.author | Llope, W.J.[Llope, W.J.] | - |
dc.contributor.author | Loizides, C.[Loizides, C.] | - |
dc.contributor.author | Long, E.[Long, E.] | - |
dc.contributor.author | Lu, R.-S.[Lu, R.-S.] | - |
dc.contributor.author | Lu, Z.[Lu, Z.] | - |
dc.contributor.author | Lynch, W.[Lynch, W.] | - |
dc.contributor.author | Mantry, S.[Mantry, S.] | - |
dc.contributor.author | Marchand, D.[Marchand, D.] | - |
dc.contributor.author | Marcisovsky, M.[Marcisovsky, M.] | - |
dc.contributor.author | Markert, C.[Markert, C.] | - |
dc.contributor.author | Markowitz, P.[Markowitz, P.] | - |
dc.contributor.author | Marukyan, H.[Marukyan, H.] | - |
dc.contributor.author | McGaughey, P.[McGaughey, P.] | - |
dc.contributor.author | Mihovilovic, M.[Mihovilovic, M.] | - |
dc.contributor.author | Milner, R.G.[Milner, R.G.] | - |
dc.contributor.author | Milov, A.[Milov, A.] | - |
dc.contributor.author | Miyachi, Y.[Miyachi, Y.] | - |
dc.contributor.author | Mkrtchyan, A.[Mkrtchyan, A.] | - |
dc.contributor.author | Monaghan, P.[Monaghan, P.] | - |
dc.contributor.author | Montgomery, R.[Montgomery, R.] | - |
dc.contributor.author | Morrison, D.[Morrison, D.] | - |
dc.contributor.author | Movsisyan, A.[Movsisyan, A.] | - |
dc.contributor.author | Mkrtchyan, H.[Mkrtchyan, H.] | - |
dc.contributor.author | Camacho, C.M.[Camacho, C.M.] | - |
dc.contributor.author | Murray, M.[Murray, M.] | - |
dc.contributor.author | Nagai, K.[Nagai, K.] | - |
dc.contributor.author | Nagle, J.[Nagle, J.] | - |
dc.contributor.author | Nakagawa, I.[Nakagawa, I.] | - |
dc.contributor.author | Nattrass, C.[Nattrass, C.] | - |
dc.contributor.author | Nguyen, D.[Nguyen, D.] | - |
dc.contributor.author | Niccolai, S.[Niccolai, S.] | - |
dc.contributor.author | Nouicer, R.[Nouicer, R.] | - |
dc.contributor.author | Nukazuka, G.[Nukazuka, G.] | - |
dc.contributor.author | Nycz, M.[Nycz, M.] | - |
dc.contributor.author | Okorokov, V.A.[Okorokov, V.A.] | - |
dc.contributor.author | Orešić, S.[Orešić, S.] | - |
dc.contributor.author | Osborn, J.D.[Osborn, J.D.] | - |
dc.contributor.author | O'Shaughnessy, C.[O'Shaughnessy, C.] | - |
dc.contributor.author | Paganis, S.[Paganis, S.] | - |
dc.contributor.author | Pate, S.F.[Pate, S.F.] | - |
dc.contributor.author | Patel, M.[Patel, M.] | - |
dc.contributor.author | Paus, C.[Paus, C.] | - |
dc.contributor.author | Penman, G.[Penman, G.] | - |
dc.contributor.author | Perdekamp, M.G.[Perdekamp, M.G.] | - |
dc.contributor.author | Perepelitsa, D.V.[Perepelitsa, D.V.] | - |
dc.contributor.author | da, Costa H.P.[da, Costa H.P.] | - |
dc.contributor.author | Peters, K.[Peters, K.] | - |
dc.contributor.author | Phelps, W.[Phelps, W.] | - |
dc.contributor.author | Piasetzky, E.[Piasetzky, E.] | - |
dc.contributor.author | Pinkenburg, C.[Pinkenburg, C.] | - |
dc.contributor.author | Prochazka, I.[Prochazka, I.] | - |
dc.contributor.author | Protzman, T.[Protzman, T.] | - |
dc.contributor.author | Purschke, M.L.[Purschke, M.L.] | - |
dc.contributor.author | Putschke, J.[Putschke, J.] | - |
dc.contributor.author | Pybus, J.R.[Pybus, J.R.] | - |
dc.contributor.author | Rajput-Ghoshal, R.[Rajput-Ghoshal, R.] | - |
dc.contributor.author | Rasson, J.[Rasson, J.] | - |
dc.contributor.author | Raue, B.[Raue, B.] | - |
dc.contributor.author | Read, K.F.[Read, K.F.] | - |
dc.contributor.author | Røed, K.[Røed, K.] | - |
dc.contributor.author | Reed, R.[Reed, R.] | - |
dc.contributor.author | Reinhold, J.[Reinhold, J.] | - |
dc.contributor.author | Renner, E.L.[Renner, E.L.] | - |
dc.contributor.author | Richards, J.[Richards, J.] | - |
dc.contributor.author | Riedl, C.[Riedl, C.] | - |
dc.contributor.author | Rinn, T.[Rinn, T.] | - |
dc.contributor.author | Roche, J.[Roche, J.] | - |
dc.contributor.author | Roland, G.M.[Roland, G.M.] | - |
dc.contributor.author | Ron, G.[Ron, G.] | - |
dc.contributor.author | Rosati, M.[Rosati, M.] | - |
dc.contributor.author | Royon, C.[Royon, C.] | - |
dc.contributor.author | Ryu, J.[Ryu, J.] | - |
dc.contributor.author | Salur, S.[Salur, S.] | - |
dc.contributor.author | Santiesteban, N.[Santiesteban, N.] | - |
dc.contributor.author | Santos, R.[Santos, R.] | - |
dc.contributor.author | Sarsour, M.[Sarsour, M.] | - |
dc.contributor.author | Schambach, J.[Schambach, J.] | - |
dc.contributor.author | Schmidt, A.[Schmidt, A.] | - |
dc.contributor.author | Schmidt, N.[Schmidt, N.] | - |
dc.contributor.author | Schwarz, C.[Schwarz, C.] | - |
dc.contributor.author | Schwiening, J.[Schwiening, J.] | - |
dc.contributor.author | Seidl, R.[Seidl, R.] | - |
dc.contributor.author | Sickles, A.[Sickles, A.] | - |
dc.contributor.author | Simmerling, P.[Simmerling, P.] | - |
dc.contributor.author | Sirca, S.[Sirca, S.] | - |
dc.contributor.author | Sharma, D.[Sharma, D.] | - |
dc.contributor.author | Shi, Z.[Shi, Z.] | - |
dc.contributor.author | Shibata, T.-A.[Shibata, T.-A.] | - |
dc.contributor.author | Shih, C.-W.[Shih, C.-W.] | - |
dc.contributor.author | Shimizu, S.[Shimizu, S.] | - |
dc.contributor.author | Shrestha, U.[Shrestha, U.] | - |
dc.contributor.author | Slifer, K.[Slifer, K.] | - |
dc.contributor.author | Smith, K.[Smith, K.] | - |
dc.contributor.author | Sokhan, D.[Sokhan, D.] | - |
dc.contributor.author | Soltz, R.[Soltz, R.] | - |
dc.contributor.author | Sondheim, W.[Sondheim, W.] | - |
dc.contributor.author | Song, J.[Song, J.] | - |
dc.contributor.author | Strakovsky, I.I.[Strakovsky, I.I.] | - |
dc.contributor.author | Steinberg, P.[Steinberg, P.] | - |
dc.contributor.author | Stepanov, P.[Stepanov, P.] | - |
dc.contributor.author | Stevens, J.[Stevens, J.] | - |
dc.contributor.author | Strube, J.[Strube, J.] | - |
dc.contributor.author | Sun, P.[Sun, P.] | - |
dc.contributor.author | Sun, X.[Sun, X.] | - |
dc.contributor.author | Tadevosyan, V.[Tadevosyan, V.] | - |
dc.contributor.author | Tang, W.-C.[Tang, W.-C.] | - |
dc.contributor.author | Araya, S.T.[Araya, S.T.] | - |
dc.contributor.author | Tarafdar, S.[Tarafdar, S.] | - |
dc.contributor.author | Teodorescu, L.[Teodorescu, L.] | - |
dc.contributor.author | Thomas, D.[Thomas, D.] | - |
dc.contributor.author | Timmins, A.[Timmins, A.] | - |
dc.contributor.author | Tomasek, L.[Tomasek, L.] | - |
dc.contributor.author | Trotta, N.[Trotta, N.] | - |
dc.contributor.author | Trotta, R.[Trotta, R.] | - |
dc.contributor.author | Tveter, T.S.[Tveter, T.S.] | - |
dc.contributor.author | Umaka, E.[Umaka, E.] | - |
dc.contributor.author | Usman, A.[Usman, A.] | - |
dc.contributor.author | van, Hecke H.W.[van, Hecke H.W.] | - |
dc.contributor.author | Van, Hulse C.[Van, Hulse C.] | - |
dc.contributor.author | Velkovska, J.[Velkovska, J.] | - |
dc.contributor.author | Voutier, E.[Voutier, E.] | - |
dc.contributor.author | Wang, P.K.[Wang, P.K.] | - |
dc.contributor.author | Wang, Q.[Wang, Q.] | - |
dc.contributor.author | Wang, Y.[Wang, Y.] | - |
dc.contributor.author | Watts, D.P.[Watts, D.P.] | - |
dc.contributor.author | Wickramaarachchi, N.[Wickramaarachchi, N.] | - |
dc.contributor.author | Weinstein, L.[Weinstein, L.] | - |
dc.contributor.author | Williams, M.[Williams, M.] | - |
dc.contributor.author | Wong, C.-P.[Wong, C.-P.] | - |
dc.contributor.author | Wood, L.[Wood, L.] | - |
dc.contributor.author | Wood, M.H.[Wood, M.H.] | - |
dc.contributor.author | Woody, C.[Woody, C.] | - |
dc.contributor.author | Wyslouch, B.[Wyslouch, B.] | - |
dc.contributor.author | Xiao, Z.[Xiao, Z.] | - |
dc.contributor.author | Yamazaki, Y.[Yamazaki, Y.] | - |
dc.contributor.author | Yang, Y.[Yang, Y.] | - |
dc.contributor.author | Ye, Z.[Ye, Z.] | - |
dc.contributor.author | Yoo, H.D.[Yoo, H.D.] | - |
dc.contributor.author | Yurov, M.[Yurov, M.] | - |
dc.contributor.author | Zachariou, N.[Zachariou, N.] | - |
dc.contributor.author | Zajc, W.A.[Zajc, W.A.] | - |
dc.contributor.author | Zha, W.[Zha, W.] | - |
dc.contributor.author | Zhang, J.-L.[Zhang, J.-L.] | - |
dc.contributor.author | Zhang, J.-X.[Zhang, J.-X.] | - |
dc.contributor.author | Zhang, Y.[Zhang, Y.] | - |
dc.contributor.author | Zhao, Y.-X.[Zhao, Y.-X.] | - |
dc.contributor.author | Zheng, X.[Zheng, X.] | - |
dc.contributor.author | Zhuang, P.[Zhuang, P.] | - |
dc.date.accessioned | 2023-05-18T12:46:49Z | - |
dc.date.available | 2023-05-18T12:46:49Z | - |
dc.date.created | 2023-05-18 | - |
dc.date.issued | 2023-02 | - |
dc.identifier.issn | 0168-9002 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/skku/handle/2021.sw.skku/104703 | - |
dc.description.abstract | The Electron-Ion Collider (EIC) is a cutting-edge accelerator facility that will study the nature of the “glue” that binds the building blocks of the visible matter in the universe. The proposed experiment will be realized at Brookhaven National Laboratory in approximately 10 years from now, with detector design and R&D currently ongoing. Notably, EIC is one of the first large-scale facilities to leverage Artificial Intelligence (AI) already starting from the design and R&D phases. The EIC Comprehensive Chromodynamics Experiment (ECCE) is a consortium that proposed a detector design based on a 1.5 T solenoid. The EIC detector proposal review concluded that the ECCE design will serve as the reference design for an EIC detector. Herein we describe a comprehensive optimization of the ECCE tracker using AI. The work required a complex parametrization of the simulated detector system. Our approach dealt with an optimization problem in a multidimensional design space driven by multiple objectives that encode the detector performance, while satisfying several mechanical constraints. We describe our strategy and show results obtained for the ECCE tracking system. The AI-assisted design is agnostic to the simulation framework and can be extended to other sub-detectors or to a system of sub-detectors to further optimize the performance of the EIC detector. © 2022 Elsevier B.V. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | Elsevier B.V. | - |
dc.title | AI-assisted optimization of the ECCE tracking system at the Electron Ion Collider | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Bae, J.[Bae, J.] | - |
dc.contributor.affiliatedAuthor | Kim, B.[Kim, B.] | - |
dc.contributor.affiliatedAuthor | Lee, H.[Lee, H.] | - |
dc.identifier.doi | 10.1016/j.nima.2022.167748 | - |
dc.identifier.scopusid | 2-s2.0-85145770275 | - |
dc.identifier.bibliographicCitation | Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, v.1047 | - |
dc.relation.isPartOf | Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment | - |
dc.citation.title | Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment | - |
dc.citation.volume | 1047 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordAuthor | Artificial Intelligence | - |
dc.subject.keywordAuthor | Bayesian optimization | - |
dc.subject.keywordAuthor | ECCE | - |
dc.subject.keywordAuthor | Electron Ion Collider | - |
dc.subject.keywordAuthor | Evolutionary algorithms | - |
dc.subject.keywordAuthor | Tracking | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
(03063) 25-2, SUNGKYUNKWAN-RO, JONGNO-GU, SEOUL, KOREAsamsunglib@skku.edu
COPYRIGHT © 2021 SUNGKYUNKWAN UNIVERSITY ALL RIGHTS RESERVED.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.