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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
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  
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  
High-resolution measurement of hypernuclear events in a nuclear emulsion with hard X-ray microscopy 期刊论文
EUROPEAN PHYSICAL JOURNAL A, 2022, 卷号: 58, 期号: 10
Authors:  Kasagi, A.;  Hayashi, K.;  Lin, P. M.;  Nakazawa, K.;  Nishimura, N.;  Nyaw, A. N. L.;  Saito, T. R.;  Yoshida, J.;  Yoshimoto, M.
Adobe PDF(3840Kb)  |  Favorite  |    Submit date:2022/11/09