Search Results - "Meenakshi Narain"
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Accelerating End-to-End Deep Learning for Particle Reconstruction using CMS open data
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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End-to-End Jet Classification of Boosted Top Quarks with CMS Open Data
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 -
3
Non-chemical signatures of biological materials: Radio signals from Covid19?
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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Inclusive production of the $X(4140)$ state in $p \overline p $ collisions at D0
Published in Physical review letters (02-12-2015)“…We present a study of the inclusive production of the $X(4140)$ with the decay to the $J/\psi \phi$ final state in hadronic collisions. Based on…”
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Measurement of spin correlation between top and antitop quarks produced in $p\bar{p}$ collisions at $\sqrt{s} = 1.96$ TeV
Published in Physics letters. B (2016)“…We present a measurement of the correlation between the spins of t and tbar quarks produced in proton-antiproton collisions at the Tevatron Collider at a…”
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U.S. CMS - PURSUE (Program for Undergraduate Research SUmmer Experience)
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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Measurement of the $W+b$-jet and $W+c$-jet differential production cross sections in $p\bar{p}$ collisions at $\sqrt{s}=1.96$ TeV
Published in Physics letters. B (2015)“…We present a measurement of the cross sections for the associated production of a $W$ boson with at least one heavy quark jet, $b$ or $c$, in proton-antiproton…”
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A silicon track trigger for the DØ experiment
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01-06-2000)“…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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Finding Z ′ bosons coupled preferentially to the third family at CERN LEP and the Fermilab Tevatron
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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Czochralski silicon as a detector material for S-LHC tracker volumes
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01-02-2011)“…With an expected 10-fold increase in luminosity in S-LHC, the radiation environment in the tracker volumes will be considerably harsher for silicon-based…”
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Report of the Snowmass 2021 Collider Implementation Task Force
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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Broadening the scope of Education, Career and Open Science in HEP
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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Background Monte Carlo Samples for a Future Hadron Collider
Published 07-09-2022“…A description of Standard Model background Monte Carlo samples produced for studies related to future hadron colliders…”
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End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data
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
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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Upgrade and operation of the DØ central track trigger
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (21-10-2007)“…The DØ experiment at the Fermilab p p ¯ Tevatron collider (Batavia, IL, USA) has undergone significant upgrades in anticipation of high luminosity running…”
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The Future of US Particle Physics -- The Snowmass 2021 Energy Frontier Report
Published 20-11-2022“…This report, as part of the 2021 Snowmass Process, summarizes the current status of collider physics at the Energy Frontier, the broad and exciting future…”
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Strange quark as a probe for new physics in the Higgs sector
Published 14-03-2022“…This paper describes a novel algorithm for tagging jets originating from the hadronisation of strange quarks (strange-tagging) with the future International…”
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Report of the 2021 U.S. Community Study on the Future of Particle Physics (Snowmass 2021) Summary Chapter
Published 16-01-2023“…The 2021-22 High-Energy Physics Community Planning Exercise (a.k.a. ``Snowmass 2021'') was organized by the Division of Particles and Fields of the American…”
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End-to-end particle and event identification at the Large Hadron Collider with CMS Open Data
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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