Search Results - "Meenakshi Narain"

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    Accelerating End-to-End Deep Learning for Particle Reconstruction using CMS open data by Andrews, Michael, Burkle, Bjorn, Chaudhari, Shravan, Di Croce, Davide, Gleyzer, Sergei, Heintz, Ulrich, Narain, Meenakshi, Paulini, Manfred, Usai, Emanuele

    Published in EPJ Web of Conferences (01-01-2021)
    “…Machine learning algorithms are gaining ground in high energy physics for applications in particle and event identification, physics analysis, detector…”
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    Journal Article Conference Proceeding
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    End-to-End Jet Classification of Boosted Top Quarks with CMS Open Data by Andrews, Michael, Burkle, Bjorn, Chaudhari, Shravan, DiCroce, Davide, Gleyzer, Sergei, Heintz, Ulrich, Narain, Meenakshi, Paulini, Manfred, Usai, Emanuele

    Published in EPJ Web of Conferences (01-01-2021)
    “…We describe a novel application of the end-to-end deep learning technique to the task of discriminating top quark-initiated jets from those originating from…”
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    Journal Article Conference Proceeding
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    Non-chemical signatures of biological materials: Radio signals from Covid19? by Srivastava, Yogendra, Sassaroli, Elisabetta, Swain, John, Widom, Allan, Narain, Meenakshi, de Montmollin, Georges

    Published in Electromagnetic biology and medicine (01-10-2020)
    “…All therapeutic methods dealing with coronavirus (past and present) are based on chemicals. We test for it (positive or negative) chemically and hope to cure…”
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    Journal Article
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    U.S. CMS - PURSUE (Program for Undergraduate Research SUmmer Experience) by Bose, Tulika, Malik, Sudhir, Narain, Meenakshi

    Published 16-09-2022
    “…Students from under-represented populations, including those at minority serving institutions have traditionally faced many barriers that have resulted in…”
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    Journal Article
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    A silicon track trigger for the DØ experiment by Narain, Meenakshi

    “…The design of a processor to trigger on long-lived particles (e.g. b-quarks) for the DØ experiment at the Fermilab Tevatron is presented. This device…”
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    Journal Article
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    Finding Z ′ bosons coupled preferentially to the third family at CERN LEP and the Fermilab Tevatron by Lynch, Kevin R., Mrenna, Stephen, Narain, Meenakshi, Simmons, Elizabeth H.

    Published in Physical review. D, Particles and fields (01-02-2001)
    “…Z{prime} bosons that couple preferentially to the third generation fermions can arise in models with extended weak [SU(2)xSU(2)] or hypercharge [U(1)xU(1)]…”
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    Journal Article
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    Report of the Snowmass 2021 Collider Implementation Task Force by Roser, Thomas, Brinkmann, Reinhard, Cousineau, Sarah, Denisov, Dmitri, Gessner, Spencer, Gourlay, Steve, Lebrun, Philippe, Narain, Meenakshi, Oide, Katsunobu, Raubenheimer, Tor, Seeman, John, Shiltsev, Vladimir, Strait, Jim, Turner, Marlene, Wang, Lian-Tao

    Published 27-03-2023
    “…JINST 18 P05018 (2023) The Snowmass 2021 Implementation Task Force has been established to evaluate the proposed future accelerator projects for performance,…”
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    Journal Article
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    Broadening the scope of Education, Career and Open Science in HEP by Malik, Sudhir, DeMuth, David, de Jong, Sijbrand, Ruchti, Randal, Thais, Savannah, Fidalgo, Guillermo, Heller, Ken, Muether, Mathew, Betancourt, Minerba, Narain, Meenakshi, Lewis, Tiffany R, Cranmer, Kyle, Watts, Gordon

    Published 15-03-2022
    “…High Energy Particle Physics (HEP) faces challenges over the coming decades with a need to attract young people to the field and STEM careers, as well as a…”
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    Journal Article
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    End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data by Andrews, Michael, Burkle, Bjorn, Chen, Yi-fan, DiCroce, Davide, Gleyzer, Sergei, Heintz, Ulrich, Narain, Meenakshi, Paulini, Manfred, Pervan, Nikolas, Shafi, Yusef, Sun, Wei, Usai, Emanuele, Yang, Kun

    Published 21-01-2022
    “…We describe a novel application of the end-to-end deep learning technique to the task of discriminating top quark-initiated jets from those originating from…”
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    Journal Article
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    End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data by Andrews, Michael, Alison, John, An, Sitong, Bryant, Patrick, Burkle, Bjorn, Gleyzer, Sergei, Narain, Meenakshi, Paulini, Manfred, Poczos, Barnabas, Usai, Emanuele

    Published 23-10-2020
    “…Nucl. Instrum. Methods Phys. Res. A 977, 164304 (2020) We describe the construction of end-to-end jet image classifiers based on simulated low-level detector…”
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    Journal Article
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    End-to-end particle and event identification at the Large Hadron Collider with CMS Open Data by Alison, John, An, Sitong, Andrews, Michael, Bryant, Patrick, Burkle, Bjorn, Gleyzer, Sergei, Heintz, Ulrich, Narain, Meenakshi, Paulini, Manfred, Poczos, Barnabas, Usai, Emanuele

    Published 15-10-2019
    “…From particle identification to the discovery of the Higgs boson, deep learning algorithms have become an increasingly important tool for data analysis at the…”
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    Journal Article