Javier Duarte

发表

Search for B → μ μ And B0 → μ+ μ- Decays

Andrea Benaglia, Marco Rossini, A. Tsirou, 2012 .

Precision measurement of the structure of the CMS inner tracking system using nuclear interactions

Seema Bahinipati, Steven R. Simon, Y. Wang, 2018 .

New Physics Agnostic Selections For New Physics Searches

Javier Duarte, Maurizio Pierini, Jean-Roch Vlimant, 2020, EPJ Web of Conferences.

GPU coprocessors as a service for deep learning inference in high energy physics pdf

Javier Duarte, Kevin Pedro, Scott Hauck, 2020, Mach. Learn. Sci. Technol..

FPGAs-as-a-Service Toolkit (FaaST)

Yu Lou, Javier Duarte, Kevin Pedro, 2020, 2020 IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing (H2RC).

Accelerated Machine Learning as a Service for Particle Physics Computing

Javier Duarte, 2019 .

arXiv : Fast Reconstruction and Data Scouting

Javier Duarte, 2018 .

Search for massive WH resonances decaying into the ℓνbb¯ final state at √s = 8 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2016 .

Fast inference of Boosted Decision Trees in FPGAs for particle physics pdf

Javier Duarte, Maurizio Pierini, Vladimir Loncar, 2020, Journal of Instrumentation.

FPGAs as a Service to Accelerate Machine Learning Inference

Javier Duarte, 2019 .

MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks

Javier Duarte, Maurizio Pierini, Jean-Roch Vlimant, 2021 .

New-Physics agnostic searches for New Physics

Javier Duarte, Maurizio Pierini, Jean-Roch Vlimant, 2019 .

Fast convolutional neural networks on FPGAs with hls4ml pdf

Javier Duarte, Yutaro Iiyama, Kevin Pedro, 2021, ArXiv.

FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing

Javier Duarte, Benjamin Kreis, Kevin Pedro, 2019, Computing and Software for Big Science.

Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics pdf

Javier Duarte, Maurizio Pierini, Jean-Roch Vlimant, 2020, ArXiv.

Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs pdf

Javier Duarte, Maurizio Pierini, Mark Neubauer, 2020, ArXiv.

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

Gianluca Cerminara, Javier Duarte, Yutaro Iiyama, 2020, Frontiers in Big Data.

Particle Cloud Generation with Message Passing Generative Adversarial Networks pdf

Dimitrios Gunopulos, Javier Duarte, Maurizio Pierini, 2021, ArXiv.

Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference

Javier Duarte, Yaman Umuroglu, Nicholas J. Fraser, 2021, Frontiers in Artificial Intelligence.

MLPerf Tiny Benchmark pdf

Javier Duarte, Jeremy Holleman, Vijay Janapa Reddi, 2021, NeurIPS Datasets and Benchmarks.

Explaining machine-learned particle-flow reconstruction pdf

Javier Duarte, Maurizio Pierini, Joosep Pata, 2021, ArXiv.

Graph Neural Networks for Charged Particle Tracking on FPGAs pdf

Javier Duarte, Bo-Cheng Lai, Mark Neubauer, 2021, Frontiers in Big Data.

Charged Particle Tracking via Edge-Classifying Interaction Networks

Javier Duarte, Mark Neubauer, Markus Atkinson, 2021, Computing and Software for Big Science.

Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance pdf

Javier Duarte, Maurizio Pierini, Jean-Roch Vlimant, 2021, ArXiv.

Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml

Philip Harris, Javier Duarte, Maurizio Pierini, 2020, Mach. Learn. Sci. Technol..

A FAIR and AI-ready Higgs Boson Decay Dataset pdf

Daniel S. Katz, Zhizhen Zhao, Volodymyr V. Kindratenko, 2021, ArXiv.

MLPF: efficient machine-learned particle-flow reconstruction using graph neural networks pdf

Maria Spiropulu, Javier Duarte, Maurizio Pierini, 2021, The European Physical Journal C.

GPU coprocessors as a service for deep learning inference in high energy physics

Philip Harris, Javier Duarte, Scott Hauck, 2021, Mach. Learn. Sci. Technol..

A Reconfigurable Neural Network ASIC for Detector Front-End Data Compression at the HL-LHC

Philip Harris, Javier Duarte, Daniel Noonan, 2021, IEEE Transactions on Nuclear Science.

Fast convolutional neural networks on FPGAs with hls4ml

Philip Harris, Javier Duarte, Yutaro Iiyama, 2021, Machine Learning: Science and Technology.

Graph Neural Networks for Particle Tracking and Reconstruction

Javier Duarte, Jean-Roch Vlimant, 2020 .

Search for fractionally charged particles in pp collisions at s√=7 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2013 .

Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques

Yi Wang, Andrea Benaglia, Yi Zhang, 2020, Journal of Instrumentation.

Search for top-squark pair production in the single-lepton final state in pp collisions at s√=8 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2018 .

Search for long-lived particles that decay into final states containing two electrons or two muons in proton-proton collisions at sqrt(s) = 8 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2015 .

Performance of the CMS Level-1 trigger in proton-proton collisions at √s = 13 TeV

Yi Wang, Andrea Benaglia, Ian Watson, 2020 .

Search for resonant pair production of Higgs bosons decaying to two bottom quark-antiquark pairs in proton-proton collisions at 8 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2015 .

Rapidity distributions in exclusive Z plus jet and gamma plus jet events in pp collisions at root s=7 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2013 .

Search for resonant tt production in proton-proton collisions at √s = 8 TeV

Andrea Benaglia, Yu-Wei Chang, Marco Rossini, 2015, 1506.03062.

Studies of dijet pseudorapidity distributions and transverse momentum balance in pPb collisions at sNN=5.02TeV

Andrea Benaglia, Yu-Wei Chang, Marco Rossini, 2014 .

Search for resonances decaying to a pair of Higgs bosons in the $\mathrm{b\overline{b}q\overline{q}'}\ell\nu$ final state in proton-proton collisions at $\sqrt{s}=$ 13 TeV

Y. Wang, Ian Watson, A. Tsirou, 2019 .

Search for a massive resonance decaying to a pair of Higgs bosons in the four b quark ﬁnal state in proton–proton collisions at √ s = 13 TeV

Andrea Benaglia, Francesco Fienga, Stavros Mallios, 2018 .

Modification of jet shapes in PbPb collisions at √sNN=2.76TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2014 .

Search for a $W^\prime$ or Techni-$\rho$ Decaying into $WZ$ in $pp$ Collisions at $\sqrt{s}=7$ TeV

Andrea Benaglia, Yu-Wei Chang, Marco Rossini, 2012 .

Search for new physics in final states with an energetic jet or a hadronically decaying W or Z boson and transverse momentum imbalance at √s=13 TeV

Yi Wang, Andrea Benaglia, Francesco Fienga, 2018 .

Measurement of the WZ production cross section in pp collisions at s=13 TeV

Marco Rossini, A. Tsirou, Felix Bachmair, 2016 .

Measurement of the differential cross section for top quark pair production in pp collisions at \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}

Andrea Benaglia, Marco Rossini, A. Tsirou, 2015, The European Physical Journal. C, Particles and Fields.

Search for contact interactions using the inclusive jet pT spectrum in pp collisions at s√=7 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2013 .

Measurement of jet fragmentation in PbPb and pp collisions at s NN =2.76 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2014 .

CMS - The Compact Muon Solenoid

T. Aushev, Carlos Dias Maciel, Andrea Benaglia, 1996 .

Measurement of four-jet production in proton-proton collisions at s =7TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2014 .

Measurement of the prompt J/ψ and ψ(2S) polarizations in pp collisions at s=7 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2013 .

Search for Higgsino pair production in p p collisions at s = 13 TeV in final states with large missing transverse momentum and two Higgs bosons decaying via H → b b

Andrea Benaglia, Steven R. Simon, A. Tsirou, 2018 .

Search for new long-lived particles at √s = 13 TeV

T. Aushev, Andrea Benaglia, Steven R. Simon, 2018 .

Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at √s=13 TeV

Yi Wang, Andrea Benaglia, Francesco Fienga, 2018, Journal of Instrumentation.

Reconstruction and identification of tau lepton decays to hadrons and nu(tau) at CMS

Andrea Benaglia, Yu-Wei Chang, Marco Rossini, 2016 .

Constraints on the pMSSM, AMSB model and on other models from the search for long-lived charged particles in proton–proton collisions at √s = 8 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2015 .

Study of W boson production in PbPb and pp collisions at sNN=2.76 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2012 .

Interpretation of searches for supersymmetry with simplified models

Andrea Benaglia, Marco Rossini, A. Tsirou, 2013 .

Search for long-lived neutral particles decaying to quark-antiquark pairs in proton-proton collisions at √s =8TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2015 .

Inclusive search for a vector-like T quark with charge 2/3 in pp collisions at √s=8 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2014 .

Search for high mass dijet resonances with a new background prediction method in proton-proton collisions at $\sqrt{s}=$ 13 TeV

Yi Wang, Andrea Benaglia, Ian Watson, 2020 .

Alignment of the CMS tracker with LHC and cosmic ray data

Andrea Benaglia, Yu-Wei Chang, Marco Rossini, 2014 .

Search for supersymmetry in multijet events with missing transverse momentum in proton-proton collisions at 13 TeV

T. Aushev, Andrea Benaglia, Y. Wang, 2017 .

Search for Higgs boson pair production in the γγbb

T. Aushev, Andrea Benaglia, Y. Wang, 2018 .

Search for heavy resonances decaying into a vector boson and a Higgs boson in final states with charged leptons, neutrinos and b quarks at s=13$$ \sqrt{s}=13 $$ TeV

Marco Rossini, A. Tsirou, Francesco Fienga, 2017, Journal of High Energy Physics.

Search for physics beyond the standard model in final states with a lepton and missing transverse energy in proton-proton collisions at √s=8 TeV

Andrea Benaglia, Yu-Wei Chang, Marco Rossini, 2015 .

Multiplicity and transverse momentum dependence of two- and four-particle correlations in pPb and PbPb collisions

Andrea Benaglia, Marco Rossini, A. Tsirou, 2013 .

HLS4ML LHC Jet dataset (100 particles)

Javier Duarte, Maurizio Pierini, Marat Freytsis, 2020 .

Performance of reconstruction and identification of τ leptons decaying to hadrons and vτ in pp collisions at √s=13 TeV

Yi Wang, Andrea Benaglia, Francesco Fienga, 2018, Journal of Instrumentation.

A deep neural network to search for new long-lived particles decaying to jets

Yi Wang, Andrea Benaglia, Ian Watson, 2019 .

Search for two Higgs bosons in final states containing two photons and two bottom quarks in proton-proton collisions at 8 TeV

Andrea Benaglia, Y. Wang, Marco Rossini, 2016 .

Fast Reconstruction and Data Scouting

Javier Duarte, 2018 .

Search for dijet resonances in proton–proton collisions at √s=13TeV and constraints on dark matter and other models

Marco Rossini, A. Tsirou, Francesco Fienga, 2017 .

Search for long-lived charged particles in proton-proton collisions at √s = 13 TeV

Mikhail Dubinin, Maria Spiropulu, A. Bornheim, 2016 .

Search for supersymmetry with razor variables in pp collisions at sqrt(s) = 7 TeV

Andrea Benaglia, Marco Rossini, A. Tsirou, 2014 .

Measurement of the Lambda(b) polarization and angular parameters in Lambda(b) -> J/psi Lambda decays from pp collisions at root s=7 and 8 TeV

T. Aushev, Andrea Benaglia, Y. Wang, 2018 .

Searches for a heavy scalar boson H decaying to a pair of 125 GeV Higgs bosons hh or for a heavy pseudoscalar boson A decaying to Zh, in the final states with h→ττ

Y. Wang, A. Tsirou, Wan Ahmad Tajuddin Wan Abdullah, 2016 .