Mark Neubauer
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  • Research
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  • Publications
    • Electroweak diboson production in association with a high-mass dijet system in semileptonic final states from $pp$ collisions at $\sqrt{s} = 13$ TeV with the ATLAS detector.
    • Evidential deep learning for uncertainty quantification and out-of-distribution detection in jet identification using deep neural networks
    • From Signals to Features to Insights: Multi-Level Novelty Detection for Fast Scientific Discovery
    • Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
    • Muon Collider Forum Report
    • A detailed study of interpretability of deep neural network based top taggers
    • Computational Frontier Topical Group Report Storage and Processing Resource Access
    • FAIR AI Models in High Energy Physics
    • FAIR for AI: An interdisciplinary and international community building perspective
    • Making digital objects FAIR in high energy physics: An implementation for Universal FeynRules Output models
    • A FAIR and AI-ready Higgs boson decay dataset
    • Applications and Techniques for Fast Machine Learning in Science
    • Graph Neural Networks for Charged Particle Tracking on FPGAs
    • Jets and Jet Substructure at Future Colliders
    • Publishing statistical models: Getting the most out of particle physics experiments
    • Charged Particle Tracking via Edge-Classifying Interaction Networks
    • Performance of a geometric deep learning pipeline for HL-LHC particle tracking
    • The ATLAS Fast TracKer system
    • Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs
    • Higgs boson potential at colliders: Status and perspectives
    • A Roadmap for HEP Software and Computing R&D for the 2020s
    • Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
    • Enabling Real-time Multi-messenger Astrophysics Discoveries with Deep Learning
    • Search for Higgs boson decays into a pair of light bosons in the $bb\mu\mu$ final state in $pp$ collision at $\sqrt{s} = $13 TeV
    • Search for Higgs boson pair production in the $b\bar{b}WW^*$ decay mode at $\sqrt{s}=13$ TeV with the ATLAS detector
    • Search for the electroweak diboson production in association with a high-mass dijet system in semileptonic final states in $pp$ collisions at $sqrts=13$ TeV with the ATLAS detector
    • Supporting High-Performance and High-Throughput Computing for Experimental Science
    • Combination of searches for heavy resonances decaying into bosonic and leptonic final states using 36 fb$^-1$ of proton-proton collision data at $sqrts = 13$ TeV with the ATLAS detector
    • Container solutions for HPC Systems: A Case Study of Using Shifter on Blue Waters
    • HEP Software Foundation Community White Paper Working Group - Data Analysis and Interpretation
    • Search for $WW/WZ$ resonance production in $\ell\nu qq$ final states in $pp$ collisions at $\sqrt{s} =$ 13 TeV with the ATLAS detector
    • Searches for heavy $ZZ$ and $ZW$ resonances in $\ell\ell qq$ and $\nu\nu qq$ final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
    • Search for new resonances decaying to a $W$ or $Z$ boson and a Higgs boson in the $\ell^+ \ell^- b\bar{b}$, $\ell\nu b\bar{b}$, and $\nu\bar{\nu} b\bar{b}$ channels with $pp$ collisions at $\sqrt{s} = 13$ TeV with the ATLAS detector
    • Strategic Plan for a Scientific Software Innovation Institute (S2I2) for High Energy Physics
    • Searches for heavy diboson resonances in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
    • Observation and measurement of Higgs boson decays to $WW^*$ with the ATLAS etector
    • Search for charged Higgs bosons through the violation of lepton universality in $tbart$ events using $pp$ collision data at $\sqrt{s}=7$ TeV
    • Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC
    • Search for charged Higgs bosons decaying via $H^+ \to \tau\nu$ in top quark pair events using $pp$ collision data at $\sqrt{s}=7$ TeV with the ATLAS detector
    • Tests of the Standard Electroweak Model at the Energy Frontier
    • Diboson production at colliders
    • First Measurement of $ZZ$ Production in $p\bar{p}$ Collisions at $\sqrt{s}$ = 1.96 TeV
    • Measurement of the $\Lambda^0_b$ Lifetime in $\Lambda^0_b \to J/\psi \Lambda^0$ in $p\bar{p}$ Collisions at $\sqrt{s}$ = 1.96 TeV
    • Observation of $WZ$ Production
    • Measurement of the rate of $\nu_e + d \to p+p + e^-$ interactions produced by $^8$B solar neutrinos at the Sudbury Neutrino Observatory

Emma Molden

Jun 1, 2013 · 0 min read
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Last updated on Jun 1, 2013
BS Student Alumni
Mark Neubauer
Authors
Mark Neubauer
University of Illinois at Urbana-Champaign
I am a professor at the University of Illinois. My research is highly interdisciplinary at the intersection of particle physics, AI/ML, and quantum, aiming to understand the universe at its fundamental level and to accelerate scientific discovery through innovation.
← Dr. Philip Chang Jun 1, 2013
Brian Wang Jul 1, 2012 →

© 2026 Mark Neubauer. This work is licensed under CC BY NC ND 4.0

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