The full list of my publications can be found here

Selected Publications

2023

  1.  J. Duarte, H. Li, A. Roy, R. Zhu, E.A. Huerta, D. Diaz, P. Harris, R. Kansal, D.S. Katz, I.H. Kavoori, V. Kindratenko, F. Mokhtar, Mark S. Neubauer, S.E. Park, M. Quinnan, R. Rusack, Z. Zhao. (2023). FAIR AI Models in High Energy Physics. Mach. Learn. Sci. Tech., 4, 045062. https://doi.org/10.1088/2632-2153/ad12e3
    [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. 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. (2023). FAIR for AI: An interdisciplinary and international community building perspective. Scientific Data, 10(487).
  4. 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]
  5. 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.  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]
  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.  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]
  4.  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]
  5.  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.  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]
  2.  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]
  3.  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]

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.  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]
  2.  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]
  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 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]
  6.  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]

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 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]
  2.  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]

2016

  1.  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]
  2.  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]
  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). 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]
  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). 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]
  4.  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]

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). 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]
  3.  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]
  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). 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]
  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.  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]
  2.  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]
  3.  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]
  4.  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]
  5.  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]

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]