activity
20142023
most citedFast inference of deep neural networks in FPGAs for particle physics

438 citations · 3.2k across the 52 of their papers we have counts for

collaborators
Showing 2019Show all

7 papers · 1 filter

astro-ph.IM2019

Response to NITRD, NCO, NSF Request for Information on "Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan"

J. Amundson, J. Annis, C. Avestruz +27

We present a response to the 2018 Request for Information (RFI) from the NITRD, NCO, NSF regarding the "Update to the 2016 National Artificial Intelligence Research and Development…

hep-ph2019★ 1 cited

An approach to constraining the Higgs width at the LHC and HL-LHC

Philip Coleman Harris, Dylan Sheldon Rankin, Cristina Mantilla Suarez

Despite the discovery of the Higgs boson decay in five separate channels many parameters of the Higgs boson remain largely unconstrained. In this paper, we present a new approach t…

hep-ex2019★ 23 cited

Bose-Einstein correlations of charged hadrons in proton-proton collisions at 13 TeV

CMS Collaboration

Bose-Einstein correlations of charged hadrons are measured over a broad multiplicity range, from a few particles up to about 250 reconstructed charged hadrons in proton-proton coll…

hep-ex2019★ 8 cited

Measurements of triple-differential cross sections for inclusive isolated-photon+jet events in pp collisions at 8 TeV

CMS Collaboration

Measurements are presented of the triple-differential cross section for inclusive isolated-photon+jet events in pp collisions at 8 TeV as a function of photon transver…

physics.data-an2019★ 63 cited

FPGA-accelerated machine learning inference as a service for particle physics computing

Javier Duarte, Philip Harris, Scott Hauck +20

New heterogeneous computing paradigms on dedicated hardware with increased parallelization, such as Field Programmable Gate Arrays (FPGAs), offer exciting solutions with large pote…

hep-ex2019★ 94 cited

Measurement of normalised multi-differential cross sections in pp collisions at TeV, and simultaneous determination of the strong coupling strength, top quark pole mass, and parton distribution functions

CMS Collaboration

Normalised multi-differential cross sections for top quark pair () production are measured in proton-proton collisions at a centre-of-mass energy of 13 TeV…

hep-ex2019★ 20 cited

Measurement of electroweak production of a W boson in association with two jets in proton-proton collisions at 13 TeV

CMS Collaboration

A measurement is presented of electroweak (EW) production of a W boson in association with two jets in proton-proton collisions at 13 TeV. The data sample was recorded…