The full list of my publications can be found here

Selected Publications

2023

  1. M.S. Neubauer, A. Roy, Z. Wang. (2023). Making digital objects FAIR in high energy physics: An implementation for Universal FeynRules Output (UFO) models. SciPost Phys. Codebases, 13. https://doi.org/10.21468/SciPostPhysCodeb.13
    [DOI] [PDF]
  2. W. Bhimji, D. Carder, E. Dart, J. Duarte, I. Fisk, R. Gardner, C. Guok, B. Jayatilaka, T. Lehman, M. Lin, C. Maltzahn, S. McKee, M.S. Neubauer, O. Rind, O. Shadura, N.V. Tran, P. van Gemmeren, G. Watts, B.A. Weaver, F. Würthwein. (2023). Snowmass 2021 Computational Frontier CompF4 Topical Group Report Storage and Processing Resource Access. Comput. Softw. Big Sci., 7(1), 5. https://doi.org/10.1007/s41781-023-00097-7
    [DOI] [PDF]
  3. A. Khot, M.S. Neubauer, A. Roy. (2023). A detailed study of interpretability of deep neural network based top taggers. Mach. Learn. Sci. Tech., 4(3), 035003. https://doi.org/10.1088/2632-2153/ace0a1
    [DOI] [PDF]

2022

  1.  Y.Chen, et al. (2022). A FAIR and AI-ready Higgs boson decay dataset. Sci. Data, 9(31). https://doi.org/10.1038/s41597-021-01109-0
    [DOI] [PDF]
  2.  B. Nachman, et al. (2022). Jets and Jet Substructure at Future Colliders. Front. in Phys., 10, 897719. https://doi.org/10.3389/fphy.2022.897719
    [DOI] [PDF]
  3. E.A. Huerta, B. Blaiszik, L.C. Brinson, K.E. Bouchard, D. Diaz, C. Doglioni, J.M. Duarte, M. Emani, I. Foster, G. Fox, P. Harris, L. Heinrich, S. Jha, D.S. Katz, V. Kindratenko, C.R. Kirkpatrick, K. Lassila-Perini, R.K. Madduri, M.S. Neubauer, F.E. Psomopoulos, A. Roy, O. Rübel, Z. Zhao, R. Zhu. (2022). FAIR for AI: An interdisciplinary and international community building perspective. https://doi.org/10.1038/s41597-023-02298-6
    [DOI] [PDF]
  4.  A. Elabd, et al. (2022). Graph Neural Networks for Charged Particle Tracking on FPGAs. Front. Big Data, 5, 828666. https://doi.org/10.3389/fdata.2022.828666
    [DOI] [PDF]
  5.  K. Cranmer, et al. (2022). Publishing statistical models: Getting the most out of particle physics experiments. SciPost Phys., 12(1), 037. https://doi.org/10.21468/SciPostPhys.12.1.037
    [DOI] [PDF]
  6.  A. Deiana, et al. (2022). Applications and Techniques for Fast Machine Learning in Science. Front. Big Data, 5, 787421. https://doi.org/10.3389/fdata.2022.787421
    [DOI] [PDF]

2021

  1.  X. Ju, et al. (2021). Performance of a geometric deep learning pipeline for HL-LHC particle tracking. Eur. Phys. J. C, 81(10), 876. https://doi.org/10.1140/epjc/s10052-021-09675-8
    [DOI] [PDF]
  2.  G. DeZoort, S. Thais, J. Duarte, V. Razavimaleki, M. Atkinson, I. Ojalvo, M.S. Neubauer, P. Elmer. (2021). Charged Particle Tracking via Edge-Classifying Interaction Networks. Comput. Softw. Big Sci., 5(1), 26. https://doi.org/10.1007/s41781-021-00073-z
    [DOI] [PDF]
  3.  G. Aad, et al. [ATLAS Collaboration]. (2021). The ATLAS Fast TracKer system. JINST, 16, P07006. https://doi.org/10.1088/1748-0221/16/07/P07006
    [DOI] [PDF]

2020

  1.  J. Alison, et al. (2020). Higgs boson potential at colliders: Status and perspectives. Rev. Phys., 5, 100045. https://doi.org/10.1016/j.revip.2020.100045
    [DOI] [PDF]
  2.  G. Aad, et al. [ATLAS Collaboration]. (2020). Search for heavy diboson resonances in semileptonic final states in pp collisions at 13 TeV with the ATLAS detector. Eur. Phys. J. C, 80(12), 1165. https://doi.org/10.1140/epjc/s10052-020-08554-y
    [DOI] [PDF]

2019

  1.  M. Aaboud, et al. [ATLAS Collaboration]. (2019). Search for Higgs boson pair production in the bbWW* decay mode at 13 TeV with the ATLAS detector. JHEP, 04, 092. https://doi.org/10.1007/JHEP04(2019)092
    [DOI] [PDF]
  2.  E. A. Huerta, et al. (2019). Enabling real-time multi-messenger astrophysics discoveries with deep learning. Nature Rev. Phys., 1, 600–608. https://doi.org/10.1038/s42254-019-0097-4
    [DOI] [PDF]
  3. E.A. Huerta, R. Haas, S. Jha, M. S. Neubauer, D.S. Katz. (2019). Supporting High-Performance and High-Throughput Computing for Experimental Science. Comput. Softw. Big Sci., 3(1), 5. https://doi.org/10.1007/s41781-019-0022-7
    [DOI] [PDF]
  4.  J. Albrecht, et al. [HEP Software Foundation]. (2019). A Roadmap for HEP Software and Computing R&D for the 2020s. Journal of Computing and Software for Big Science, 3(1), 7. https://doi.org/10.1007/s41781-018-0018-8
    [DOI] [PDF]
  5.  M. Aaboud, et al. [ATLAS Collaboration]. (2019). Search for Higgs boson decays into a pair of light bosons in the bbμμ final state in pp collision at 13 TeV with the ATLAS detector. Phys. Lett. B, 790, 1–21. https://doi.org/10.1016/j.physletb.2018.10.073
    [DOI] [PDF]
  6.  G. Aad, et al. [ATLAS Collaboration]. (2019). Search for the electroweak diboson production in association with a high-mass dijet system in semileptonic final states in pp collisions at 13 TeV with the ATLAS detector. Phys. Rev. D, 100(3), 032007. https://doi.org/10.1103/PhysRevD.100.032007
    [DOI] [PDF]

2018

  1.  M. Aaboud, et al. [ATLAS Collaboration]. (2018). Searches for heavy ZZ and ZW resonances in the llqq and ννqq  final states in pp collisions at 13 TeV with the ATLAS detector. JHEP, 03, 009. https://doi.org/10.1007/JHEP03(2018)009
    [DOI] [PDF]
  2.  M. Aaboud, et al. [ATLAS Collaboration]. (2018). Combination of searches for heavy resonances decaying into bosonic and leptonic final states using 36 fb-1 of proton-proton collision data at 13 TeV with the ATLAS detector. Phys. Rev. D, 98(5), 052008. https://doi.org/10.1103/PhysRevD.98.052008
    [DOI] [PDF]
  3.  M. Aaboud, et al. [ATLAS Collaboration]. (2018). Search for WW/WZ resonance production in lνqq final states in pp collisions at 13 TeV with the ATLAS detector. JHEP, 03, 042. https://doi.org/10.1007/JHEP03(2018)042
    [DOI] [PDF]

2017

  1.  M. Aaboud, et al. [ATLAS Collaboration]. (2017). Search for triboson WWW production in pp collisions at 8 TeV with the ATLAS detector. Eur. Phys. J. C, 77(3), 141. https://doi.org/10.1140/epjc/s10052-017-4692-1
    [DOI] [PDF]
  2.  M. Aaboud, et al. [ATLAS Collaboration]. (2017). Search for new resonances decaying to a W or Z boson and a Higgs boson in the l+ l- bb, lνbb, and ννbb channels with pp collisions at 13 TeV with the ATLAS detector. Phys. Lett. B, 765, 32–52. https://doi.org/10.1016/j.physletb.2016.11.045
    [DOI] [PDF]

2016

  1.  G. Aad, et al. [ATLAS Collaboration]. (2016). Search for a high-mass Higgs boson decaying to a W boson pair in pp collisions at 8 TeV with the ATLAS detector. JHEP, 01, 032. https://doi.org/10.1007/JHEP01(2016)032
    [DOI] [PDF]
  2.  G. Aad, et al. [ATLAS Collaboration]. (2016). Combination of searches for WW, WZ, and ZZ resonances in pp collisions at 8 TeV with the ATLAS detector. Phys. Lett. B, 755, 285–305. https://doi.org/10.1016/j.physletb.2016.02.015
    [DOI] [PDF]
  3.  M. Aaboud, et al. [ATLAS Collaboration]. (2016). Searches for heavy diboson resonances in pp collisions at 13 TeV with the ATLAS detector. JHEP, 09, 173. https://doi.org/10.1007/JHEP09(2016)173
    [DOI] [PDF]
  4.  M. Aaboud, et al. [ATLAS Collaboration]. (2016). Search for Minimal Supersymmetric Standard Model Higgs bosons H/A and for a Z’ boson in the ττ final state produced in pp collisions at 13 TeV with the ATLAS Detector. Eur. Phys. J. C, 76(11), 585. https://doi.org/10.1140/epjc/s10052-016-4400-6
    [DOI] [PDF]

2015

  1.  G. Aad, et al. [ATLAS Collaboration]. (2015). Measurement of the WW+WZ cross section and limits on anomalous triple gauge couplings using final states with one lepton, missing transverse momentum, and two jets with the ATLAS detector at 7 TeV. JHEP, 01, 049. https://doi.org/10.1007/JHEP01(2015)049
    [DOI] [PDF]
  2.  G. Aad, et al. [ATLAS Collaboration]. (2015). Search for production of WW/WZ resonances decaying to a lepton, neutrino and jets in pp collisions at 8 TeV with the ATLAS detector. Eur. Phys. J. C, 75(5), 209. https://doi.org/10.1140/epjc/s10052-015-3593-4
    [DOI] [PDF]
  3.  G. Aad, et al. [ATLAS Collaboration]. (2015). Search for a new resonance decaying to a W or Z boson and a Higgs boson in the ll / lν/ νν + bb final states with the ATLAS detector. Eur. Phys. J. C, 75(6), 263. https://doi.org/10.1140/epjc/s10052-015-3474-x
    [DOI] [PDF]
  4.  G. Aad, et al. [ATLAS Collaboration]. (2015). Observation and measurement of Higgs boson decays to WW* with the ATLAS detector. Phys. Rev. D, 92(1), 012006. https://doi.org/10.1103/PhysRevD.92.012006
    [DOI] [PDF]

2013

  1.  G. Aad, et al. [ATLAS Collaboration]. (2013). Search for charged Higgs bosons through the violation of lepton universality in t\bart events using pp collision data at \sqrts=7 TeV with the ATLAS experiment. JHEP, 03, 076. https://doi.org/10.1007/JHEP03(2013)076
    [DOI] [PDF]

2012

  1.  G. Aad, et al. [ATLAS Collaboration]. (2012). Search for the Higgs boson in the H→WW→lνjj decay channel at 7 TeV with the ATLAS detector. Phys. Lett. B, 718, 391–410. https://doi.org/10.1016/j.physletb.2012.10.066
    [DOI] [PDF]
  2.  G. Aad, et al. [ATLAS Collaboration]. (2012). Search for the Standard Model Higgs boson in the H→WW*→lνlν decay mode with 4.7 fb-1 of ATLAS data at 7 TeV. Phys. Lett. B, 716, 62–81. https://doi.org/10.1016/j.physletb.2012.08.010
    [DOI] [PDF]
  3.  G. Aad, et al. [ATLAS Collaboration]. (2012). Search for charged Higgs bosons decaying via H+-→τν in top quark pair events using pp collision data at 7 TeV with the ATLAS detector. JHEP, 06, 039. https://doi.org/10.1007/JHEP06(2012)039
    [DOI] [PDF]
  4.  J. Hobbs, M. S. Neubauer, S. Willenbrock. (2012). Tests of the standard electroweak model at the energy frontier. Rev. Mod. Phys., 84(4), 1477–1526. https://doi.org/10.1103/RevModPhys.84.1477
    [DOI] [PDF]
  5.  G. Aad, et al. [ATLAS Collaboration]. (2012). Measurement of the top quark pair cross section with ATLAS in pp collisions at 7 TeV using final states with an electron or a muon and a hadronically decaying τlepton. Phys. Lett. B, 717, 89–108. https://doi.org/10.1016/j.physletb.2012.09.032
    [DOI] [PDF]
  6.  G. Aad, et al. [ATLAS Collaboration]. (2012). Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC. Phys. Lett. B, 716, 1–29. https://doi.org/10.1016/j.physletb.2012.08.020
    [DOI] [PDF]

2011

  1.  M. S. Neubauer. (2011). Diboson production at colliders. Ann. Rev. Nucl. Part. Sci., 61, 223–250. https://doi.org/10.1146/annurev-nucl-102010-130106
    [DOI] [PDF]
  2.  G. Aad, et al. [ATLAS Collaboration]. (2011). Limits on the production of the Standard Model Higgs Boson in pp collisions at \sqrts=7 TeV with the ATLAS detector. Eur. Phys. J. C, 71, 1728. https://doi.org/10.1140/epjc/s10052-011-1728-9
    [DOI] [PDF]
  3.  G. Aad, et al. [ATLAS Collaboration]. (2011). Search for the Higgs boson in the H→WW→lνjj decay channel in pp collisions at 7 TeV with the ATLAS detector. Phys. Rev. Lett., 107, 231801. https://doi.org/10.1103/PhysRevLett.107.231801
    [DOI] [PDF]
  4.  G. Aad, et al. [ATLAS Collaboration]. (2011). Measurement of the WW cross section in 7 TeV pp collisions with ATLAS. Phys. Rev. Lett., 107, 041802. https://doi.org/10.1103/PhysRevLett.107.041802
    [DOI] [PDF]
  5.  G. Aad, et al. [ATLAS Collaboration]. (2011). Measurement of Wγ and Zγ production in proton-proton collisions at 7 TeV with the ATLAS Detector. JHEP, 09, 072. https://doi.org/10.1007/JHEP09(2011)072
    [DOI] [PDF]

2008

  1.  T. Aaltonen, et al. [CDF Collaboration]. (2008). First Measurement of ZZ Production in proton-antiproton Collisions at 1.96 TeV. Phys. Rev. Lett., 100, 201801. https://doi.org/10.1103/PhysRevLett.100.201801
    [DOI] [PDF]

2007

  1.  A. Abulencia, et al. [CDF Collaboration]. (2007). Measurement of the Λ0b Lifetime in Λ0b →J/ψΛ0 in proton-antiproton Collisions at 1.96 TeV. Phys. Rev. Lett., 98, 122001. https://doi.org/10.1103/PhysRevLett.98.122001
    [DOI] [PDF]
  2.  A. Abulencia, et al. [CDF Collaboration]. (2007). Observation of WZ Production. Phys. Rev. Lett., 98, 161801. https://doi.org/10.1103/PhysRevLett.98.161801
    [DOI] [PDF]

2001

  1.  Q.R. Ahmad, et al. [SNO Collaboration]. (2001). Measurement of the rate of νe + d →p+p+e- interactions produced by 8B solar neutrinos at the Sudbury Neutrino Observatory. Phys. Rev. Lett., 87, 071301. https://doi.org/10.1103/PhysRevLett.87.071301
    [DOI] [PDF]