フォロー
Ema Puljak
Ema Puljak
PhD Student, CERN, Universitat Autònoma de Barcelona
確認したメール アドレス: autonoma.cat - ホームページ
タイトル
引用先
引用先
Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider
E Govorkova, E Puljak, T Aarrestad, T James, V Loncar, M Pierini, AA Pol, ...
Nature Machine Intelligence 4 (2), 154-161, 2022
822022
Quantum anomaly detection in the latent space of proton collision events at the LHC
KA Woźniak, V Belis, E Puljak, P Barkoutsos, G Dissertori, M Grossi, ...
arXiv preprint arXiv:2301.10780, 2023
35*2023
Unravelling physics beyond the standard model with classical and quantum anomaly detection
J Schuhmacher, L Boggia, V Belis, E Puljak, M Grossi, M Pierini, ...
Machine Learning: Science and Technology 4 (4), 045031, 2023
302023
LHC physics dataset for unsupervised New Physics detection at 40 MHz
E Govorkova, E Puljak, T Aarrestad, M Pierini, KA Woźniak, J Ngadiuba
Scientific Data 9 (1), 1-7, 2022
222022
CMS phase-2 DAQ and timing hub prototyping results and perspectives
V Amoiridis, U Behrens, A Bocci, J Branson, P Brummer, S Cittolin, ...
Journal of Instrumentation 17 (05), C05003, 2022
132022
The Phase-2 Upgrade of the CMS Data Acquisition
G Badaro, U Behrens, A Bocci, J Branson, P Brummer, S Cittolin, ...
EPJ Web of Conferences 251, 04023, 2021
92021
Quantum anomaly detection in the latent space of proton collision events at the LHC
V Belis, KA Woźniak, E Puljak, P Barkoutsos, G Dissertori, M Grossi, ...
Communications Physics 7 (1), 334, 2024
2024
Quantum Anomaly Detection in the Latent Space of Proton Collision Events at the LHC
E Puljak, V Belis, KA Woźniak, G Dissertori, M Grossi, M Pierini, F Reiter, ...
https://zenodo.org/records/7711904#.ZBsaEezML0s, 2023
2023
arXiv: Unravelling physics beyond the standard model with classical and quantum anomaly detection
J Schuhmacher, V Belis, E Puljak, M Grossi, I Tavernelli, S Vallecorsa, ...
2023
arXiv: Quantum anomaly detection in the latent space of proton collision events at the LHC
KA Woźniak, S Vallecorsa, V Belis, M Pierini, M Grossi, I Tavernelli, ...
2023
Author Correction: Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider
E Govorkova, E Puljak, T Aarrestad, T James, V Loncar, M Pierini, AA Pol, ...
Nature Machine Intelligence 4 (4), 414-414, 2022
2022
Quantum anomaly detection in the latent spaces of high energy physics events
V Belis, G Dissertori, KA Woźniak, E Puljak, M Grossi, S Vallecorsa, ...
21st International Workshop on Advanced Computing and Analysis Techniques in …, 2022
2022
LHC physics dataset for unsupervised New Physics detection at 40 MHz
G Ekaterina, P Ema, A Thea, P Maurizio, KA Woźniak, J Ngadiuba
Scientific Data 9 (1), 2022
2022
Detekcija anomalija u LHC-u zasnovana na autoenkoderima
E Puljak
University of Zagreb. Faculty of Electrical Engineering and Computing, 2021
2021
Autoencoders on FPGAs for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider
E Govorkova, E Puljak, T Aarrestad, T James, V Loncar, M Pierini, AA Pol, ...
arXiv preprint arXiv:2108.03986, 2021
2021
40 MHz Scouting with Deep Learning in CMS
D Golubovic, T James, E Meschi, E Puljak
Connecting The Dots Workshop 2020 (CTD2020), doi: 10.5281/zenodo.4034400, 2020
2020
Am I Just a Number to You? -Of Course Not! You’re an N-dimensional Vector! How Different Fixed-size Representations Impact Clinical Text Classification
L Šošić, Z Žitko, E Puljak
https://www.fer.unizg.hr/_download/repository/TAR-2019-ProjectReports.pdf, 2019
2019
Vizualizacija korisnika stranice na društvenoj mreži
E Puljak
University of Zagreb. Faculty of Electrical Engineering and Computing., 2018
2018
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論文 1–18