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Author/Creator Duarte, Javier

1. A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13 TeV. (1st March 2022)

Authors:
Tumasyan, Armen; Adam, Wolfgang; Andrejkovic, Janik Walter; Bergauer, Thomas; Chatterjee, Suman; Dragicevic, Marko; Escalante Del Valle, Alberto; Fruehwirth, Rudolf; Jeitler, Manfred; Krammer, Natascha; Lechner, Lukas; Liko, Dietrich; Mikulec, Ivan; Paulitsch, Peter; Pitters, Florian Michael; Sch...
Journal:
Journal of instrumentation
Issue:
Volume 17:Number 3(2022)
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Journal Article
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3. Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml. Issue 1 (1st December 2020)

Authors:
Ngadiuba, Jennifer; Loncar, Vladimir; Pierini, Maurizio; Summers, Sioni; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Liu, Mia; Pedro, Kevin; Tran, Nhan; Kreinar, Edward; Sagear, Sheila; Wu, Zhenbin; Hoang, Duc
Journal:
Machine learning: science and technology
Issue:
Volume 2:Issue 1(2021)
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Journal Article
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4. Fast convolutional neural networks on FPGAs with hls4ml. Issue 4 (16th July 2021)

Authors:
Aarrestad, Thea; Loncar, Vladimir; Ghielmetti, Nicolò; Pierini, Maurizio; Summers, Sioni; Ngadiuba, Jennifer; Petersson, Christoffer; Linander, Hampus; Iiyama, Yutaro; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Pedro, Kevin; Tran, Nhan; Liu, Mia; Kre...
Journal:
Machine learning: science and technology
Issue:
Volume 2:Issue 4(2021)
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Journal Article
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5. GPU coprocessors as a service for deep learning inference in high energy physics. Issue 3 (23rd April 2021)

Authors:
Krupa, Jeffrey; Lin, Kelvin; Acosta Flechas, Maria; Dinsmore, Jack; Duarte, Javier; Harris, Philip; Hauck, Scott; Holzman, Burt; Hsu, Shih-Chieh; Klijnsma, Thomas; Liu, Mia; Pedro, Kevin; Rankin, Dylan; Suaysom, Natchanon; Trahms, Matt; Tran, Nhan
Journal:
Machine learning: science and technology
Issue:
Volume 2:Issue 3(2021)
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Journal Article
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8. The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics. (7th December 2021)

Authors:
Kasieczka, Gregor; Nachman, Benjamin; Shih, David; Amram, Oz; Andreassen, Anders; Benkendorfer, Kees; Bortolato, Blaz; Brooijmans, Gustaaf; Canelli, Florencia; Collins, Jack H; Dai, Biwei; De Freitas, Felipe F; Dillon, Barry M; Dinu, Ioan-Mihail; Dong, Zhongtian; Donini, Julien; Duarte, Javier; F...
Journal:
Reports on progress in physics
Issue:
Volume 84:Number 12(2021)
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Journal Article
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