DR. Engin Eren

Deep learning applications and service support


Publications

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation

Krause C, Giannelli M, Kasieczka G, Nachman B, Salamani D, Shih D, Zaborowska A, Amram O, Borras K, Buckley M, Buhmann E, Buss T, Cardoso R, Caterini A, Chernyavskaya N, Corchia F, Cresswell J, Diefenbacher S, Dreyer E, Ekambaram V, Eren E, Ernst F, Favaro L, Franchini M, Gaede F, Gross E, Hsu S, Jaruskova K, Käch B, Kalagnanam J, Kansal R, Kim T, Kobylianskii D, Korol A, Korcari W, Krücker D, Krüger K, Letizia M, Li S, Liu Q, Liu X, Loaiza-Ganem G, Madula T, McKeown P, Melzer-Pellmann I, Mikuni V, Nguyen N, Ore A, Schweitzer S, Pang I, Pedro K, Plehn T, Pokorski W, Qu H, Raikwar P, Raine J, Reyes-Gonzalez H, Rinaldi L, Ross B, Scham M, Schnake S, Shimmin C, Shlizerman E, Soybelman N, Srivatsa M, Tsolaki K, Vallecorsa S, Yeo K, Zhang R - arXiv - 2024


CaloClouds: fast geometry-independent highly-granular calorimeter simulation

Buhmann E, Diefenbacher S, Eren E, Gaede F, Kasicezka G, Korol A, Korcari W, Krüger K, McKeown P - Journal of Instrumentation - 2023


L2LFlows: generating high-fidelity 3D calorimeter images

Diefenbacher S, Eren E, Gaede F, Kasieczka G, Krause C, Shekhzadeh I, Shih D - Journal of Instrumentation - 2023


New angles on fast calorimeter shower simulation

Diefenbacher S, Eren E, Gaede F, Kasieczka G, Korol A, Krüger K, McKeown P, Rustige L - Machine Learning: Science and Technology - 2023



Send mail to Engin Eren (engin.eren@desy.de)

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