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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)  |  Favorite  |    Submit date:2020/07/13