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Hypernuclear event detection in the nuclear emulsion with Monte Carlo simulation and machine learning
期刊论文
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2023, 卷号: 1056
Authors:
Kasagi, A.
;
Dou, W.
;
Drozd, V.
;
Ekawa, H.
;
Escrig, S.
;
Gao, Y.
;
He, Y.
;
Liu, E.
;
Muneem, A.
;
Nakagawa, M.
...
Kasagi, A.
;
Dou, W.
;
Drozd, V.
;
Ekawa, H.
;
Escrig, S.
;
Gao, Y.
;
He, Y.
;
Liu, E.
;
Muneem, A.
;
Nakagawa, M.
;
Nakazawa, K.
;
Rappold, C.
;
Saito, N.
;
Saito, T. R.
;
Sugimoto, S.
;
Taki, M.
;
Tanaka, Y. K.
;
Yanai, A.
;
Yoshida, J.
;
Yoshimoto, M.
;
Wang, H.
Favorite
  |  
  
Submit date:2023/11/28
Machine learning
Object detection
Geant4-simulation
GAN
Nuclear emulsion
Alpha-decay
Hypernucleus
The WASA-FRS project at GSI and its perspective
期刊论文
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS, 2023, 卷号: 542, 页码: 22-25
Authors:
Saito, T.R.
;
Achenbach, P.
;
Alfaki, H. Alibrahim
;
Amjad, F.
;
Armstrong, M.
;
Behr, K.-H.
;
Benlliure, J.
;
Brencic, Z.
;
Dickel, T.
;
Drozd, V.
...
Saito, T.R.
;
Achenbach, P.
;
Alfaki, H. Alibrahim
;
Amjad, F.
;
Armstrong, M.
;
Behr, K.-H.
;
Benlliure, J.
;
Brencic, Z.
;
Dickel, T.
;
Drozd, V.
;
Dubey, S.
;
Ekawa, H.
;
Escrig, S.
;
Feijoo-Fontán, M.
;
Fujioka, H.
;
Gao, Y.
;
Geissel, H.
;
Goldenbaum, F.
;
González, A. Graña
;
Haettner, E.
;
Harakeh, M.N.
;
He, Y.
;
Heggen, H.
;
Hornung, C.
;
Hubbard, N.
;
Itahashi, K.
;
Iwasaki, M.
;
Kalantar-Nayestanaki, N.
;
Kasagi, A.
;
Kavatsyuk, M.
;
Kazantseva, E.
;
Khreptak, A.
;
Kindler, B.
;
Knoebel, R.
;
Kollmus, H.
;
Kostyleva, D.
;
Kraft-Bermuth, S.
;
Kurz, N.
;
Liu, E.
;
Lommel, B.
;
Metag, V.
;
Minami, S.
;
Morrissey, D.J.
;
Moskal, P.
;
Mukha, I.
;
Muneem, A.
;
Nakagawa, M.
;
Nakazawa, K.
;
Nociforo, C.
;
Ong, H.J.
;
Pietri, S.
;
Pochodzalla, J.
;
Purushothaman, S.
;
Rappold, C.
;
Rocco, E.
;
Rodríguez-Sánchez, J.L.
;
Roy, P.
;
Ruber, R.
;
Schadmand, S.
;
Scheidenberger, C.
;
Schwarz, P.
;
Sekiya, R.
;
Serdyuk, V.
;
Skurzok, M.
;
Streicher, B.
;
Suzuki, K.
;
Szczepanczyk, B.
;
Tanaka, Y.K.
;
Tang, X.
;
Tortorelli, N.
;
Vencelj, M.
;
Wang, H.
;
Weber, T.
;
Weick, H.
;
Will, M.
;
Wimmer, K.
;
Yamamoto, A.
;
Yanai, A.
;
Yoshida, J.
;
Zhao, J.
Favorite
  |  
  
Submit date:2023/09/04
Hadrons
Separators
Bound-states
Fragment separators
Hypernuclei
Light charged particles
Mesic-nucleus
Momentum resolutions
Novel techniques
Nuclear fragments
Phase 0
WASA central detector
Development of machine learning analyses with graph neural network for the WASA-FRS experiment
期刊论文
EUROPEAN PHYSICAL JOURNAL A, 2023, 卷号: 59, 期号: 5
Authors:
Ekawa, H.
;
Dou, W.
;
Gao, Y.
;
He, Y.
;
Kasagi, A.
;
Liu, E.
;
Muneem, A.
;
Nakagawa, M.
;
Rappold, C.
;
Saito, N.
...
Ekawa, H.
;
Dou, W.
;
Gao, Y.
;
He, Y.
;
Kasagi, A.
;
Liu, E.
;
Muneem, A.
;
Nakagawa, M.
;
Rappold, C.
;
Saito, N.
;
Saito, T. R.
;
Taki, M.
;
Tanaka, Y. K.
;
Wang, H.
;
Yoshida, J.
Favorite
  |  
  
Submit date:2023/07/18
WASA-FRS EXPERIMENTS IN FAIR PHASE-0 AT GSI
会议论文
Acta Physica Polonica B, Proceedings Supplement
Authors:
Tanaka, Y.K.
;
Achenbach, P.
;
Alfaki, H. Alibrahim
;
Amjad, F.
;
Armstrong, M.
;
Behr, K.-H.
;
Benlliure, J.
;
Brencic, Z.
;
Dickel, T.
;
Drozd, V.
...
Tanaka, Y.K.
;
Achenbach, P.
;
Alfaki, H. Alibrahim
;
Amjad, F.
;
Armstrong, M.
;
Behr, K.-H.
;
Benlliure, J.
;
Brencic, Z.
;
Dickel, T.
;
Drozd, V.
;
Dubey, S.
;
Ekawa, H.
;
Escrig, S.
;
Feijoo-Fontán, M.
;
Fujioka, H.
;
Gao, Y.
;
Geissel, H.
;
Goldenbaum, F.
;
González, A. Graña
;
Haettner, E.
;
Harakeh, M.N.
;
He, Y.
;
Heggen, H.
;
Hornung, C.
;
Hubbard, N.
;
Itahashi, K.
;
Iwasaki, M.
;
Kalantar-Nayestanaki, N.
;
Kasagi, A.
;
Kavatsyuk, M.
;
Kazantseva, E.
;
Khreptak, A.
;
Kindler, B.
;
Knoebel, R.
;
Kollmus, H.
;
Kostyleva, D.
;
Kraft-Bermuth, S.
;
Kurz, N.
;
Liu, E.
;
Lommel, B.
;
Metag, V.
;
Minami, S.
;
Morrissey, D.J.
;
Moskal, P.
;
Mukha, I.
;
Muneem, A.
;
Nakagawa, M.
;
Nakazawa, K.
;
Nociforo, C.
;
Ong, H.J.
;
Pietri, S.
;
Pochodzalla, J.
;
Purushothaman, S.
;
Rappold, C.
;
Rocco, E.
;
Rodríguez-Sánchez, J.L.
;
Roy, P.
;
Ruber, R.
;
Saito, T.R.
;
Schadmand, S.
;
Scheidenberger, C.
;
Schwarz, P.
;
Sekiya, R.
;
Serdyuk, V.
;
Skurzok, M.
;
Streicher, B.
;
Suzuki, K.
;
Szczepanczyk, B.
;
Tang, X.
;
Tortorelli, N.
;
Vencelj, M.
;
Wang, H.
;
Weber, T.
;
Weick, H.
;
Will, M.
;
Wimmer, K.
;
Yamamoto, A.
;
Yanai, A.
;
Yoshida, J.
;
Zhao, J.
Favorite
  |  
  
Submit date:2023/07/18
Physical properties
Angle acceptance
Fragment separators
High-resolution spectroscopy
Measurements of
Phase 0
Physics experiments
Solid angle
Wide angle
Studies of three-and four-body hypernuclei with heavy-ion beams, nuclear emulsions and machine learning
会议论文
IOP PUBLISHING LTD, Cape Town, SOUTH AFRICA, SEP 11-16, 2022
Authors:
Saito, T. R.
;
Achenbach, P.
;
Alfaki, H. Alibrahim
;
Amjad, F.
;
Armstrong, M.
;
Behr, K. -H.
;
Benlliure, J.
;
Brencic, Z.
;
Dickel, T.
;
Drozd, V.
...
Saito, T. R.
;
Achenbach, P.
;
Alfaki, H. Alibrahim
;
Amjad, F.
;
Armstrong, M.
;
Behr, K. -H.
;
Benlliure, J.
;
Brencic, Z.
;
Dickel, T.
;
Drozd, V.
;
Dubey, S.
;
Ekawa, H.
;
Escrig, S.
;
Feijoo-Fontan, M.
;
Gao, Y.
;
Geissel, H.
;
Goldenbaum, F.
;
Gonzalez, A. Grana
;
Haettner, E.
;
Harakeh, M. N.
;
He, Y.
;
Heggen, H.
;
Hornung, C.
;
Hubbard, N.
;
Itahashi, K.
;
Kalantar-Nayestanaki, N.
;
Kasagi, A.
;
Kavatsyuk, M.
;
Kazantseva, E.
;
Khreptak, A.
;
Knoebel, R.
;
Kollmus, H.
;
Kostyleva, D.
;
Kraft-Bermuth, S.
;
Kurz, N.
;
Liu, E.
;
Minami, S.
;
Morrissey, D. J.
;
Moskal, P.
;
Mukha, I.
;
Muneem, A.
;
Nakagawa, M.
;
Nakazawa, K.
;
Nociforo, C.
;
Ong, H. J.
;
Pietri, S.
;
Pochodzalla, J.
;
Purushothaman, S.
;
Rappold, C.
;
Rocco, E.
;
Rodriguez-Sanchez, J. L.
;
Roy, P.
;
Ruber, R.
;
Saito, N.
;
Schadmand, S.
;
Scheidenberger, C.
;
Schwarz, P.
;
Sekiya, R.
;
Serdyuk, V.
;
Skurzok, M.
;
Streicher, B.
;
Sugimoto, S.
;
Suzuki, K.
;
Szczepanczyk, B.
;
Taki, M.
;
Tanaka, Y. K.
;
Tang, X.
;
Tortorelli, N.
;
Vencelj, M.
;
Wang, H.
;
Weber, T.
;
Weick, H.
;
Will, M.
;
Wimmer, K.
;
Yamamoto, A.
;
Yanai, A.
;
Yoshida, J.
;
Yoshimoto, M.
;
Zhao, J.
Favorite
  |  
  
Submit date:2023/11/30
Revisiting the former nuclear emulsion data for hypertriton
期刊论文
EUROPEAN PHYSICAL JOURNAL A, 2021, 卷号: 57, 期号: 12
Authors:
Liu, E.
;
Kasagi, A.
;
Ekawa, H.
;
Nakagawa, M.
;
Saito, T. R.
;
Yoshida, J.
Favorite
  |  
  
Submit date:2023/12/01
CNN-based event classification of alpha-decay events in nuclear emulsion
期刊论文
Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2021, 卷号: 989
Authors:
Yoshida, J.
;
Ekawa, H.
;
Kasagi, A.
;
Nakagawa, M.
;
Nakazawa, K.
;
Saito, N.
;
Saito, T.R.
;
Taki, M.
;
Yoshimoto, M.
Favorite
  |  
  
Submit date:2021/01/18
Convolutional neural networks
Decay (organic)
Economic and social effects
Emulsification
Kinetic energy
Kinetics
Nuclear reactions
Photographic emulsions
Statistical tests
Thermonuclear reactions
Alpha-decay events
Discrimination thresholds
Event classification
Human visual inspection
Hyperparameters
Nuclear emulsions
Precision and recall
Standard calibration
Convolutionalneuralnetworks
Decay(organic)
Economicandsocialeffects
Kineticenergy
Nuclearreactions
Photographicemulsions
Statisticaltests
Thermonuclearreactions
Alpha
decayevents
Discriminationthresholds
Eventclassification
Humanvisualinspection
Nuclearemulsions
Precisionandrecall
Standardcalibration
Precision measurement of the neutral pion lifetime
期刊论文
SCIENCE, 2020, 卷号: 368, 期号: 6490, 页码: 506-+
Authors:
Larin, I.
;
Zhang, Y.
;
Gasparian, A.
;
Gan, L.
;
Miskimen, R.
;
Khandaker, M.
;
Dale, D.
;
Danagoulian, S.
;
Pasyuk, E.
;
Gao, H.
...
Larin, I.
;
Zhang, Y.
;
Gasparian, A.
;
Gan, L.
;
Miskimen, R.
;
Khandaker, M.
;
Dale, D.
;
Danagoulian, S.
;
Pasyuk, E.
;
Gao, H.
;
Ahmidouch, A.
;
Ambrozewicz, P.
;
Baturin, V.
;
Burkert, V.
;
Clinton, E.
;
Deur, A.
;
Dolgolenko, A.
;
Dutta, D.
;
Fedotov, G.
;
Feng, J.
;
Gevorkyan, S.
;
Glamazdin, A.
;
Guo, L.
;
Isupov, E.
;
Ito, M. M.
;
Klein, F.
;
Kowalski, S.
;
Kubarovsky, A.
;
Kubarovsky, V.
;
Lawrence, D.
;
Lu, H.
;
Ma, L.
;
Matveev, V.
;
Morrison, B.
;
Micherdzinska, A.
;
Nakagawa, I.
;
Park, K.
;
Pedroni, R.
;
Phelps, W.
;
Protopopescu, D.
;
Rimal, D.
;
Romanov, D.
;
Salgado, C.
;
Shahinyan, A.
;
Sober, D.
;
Stepanyan, S.
;
Tarasov, V. V.
;
Taylor, S.
;
Vasiliev, A.
;
Wood, M.
;
Ye, L.
;
Zihlmann, B.
Adobe PDF(377Kb)
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Submit date:2020/07/13