Publications •
Publications
The following is a selection of my publication record. For the complete list please see:
Machine Learning Applications
R. Milton et al., Design of a SiPM-on-Tile ZDC for the future EIC and its Performance with Graph Neural Networks, Submitted to JINST (2024), arXiv:2406.12877 [physics.ins-det].
F. Torales Acosta et al., The Optimal use of Segmentation for Sampling Calorimeters, JINST 19 (2024) 06, P06002, arXiv:2310.04442 [physics.ins-det].
F. Torales Acosta et al., Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation, JINST 19 (2024) 05, P05003, arXiv:2307.04780 [cs.LG].
ATLAS Collaboration, Point Cloud Deep Learning Methods for Pion Reconstruction in the ATLAS Experiment, ATL-PHYS-PUB-2022-040 (2022).
ATLAS Collaboration, Deep Learning for Pion Identification and Energy Calibration with the ATLAS Detector, ATL-PHYS-PUB-2020-018 (2020).
Heavy Ion Physics with ATLAS
ATLAS Collaboration, Measurement of photonuclear jet production in ultra-peripheral Pb+Pb collisions at sqrt(sNN)=5.02 TeV with the ATLAS detector, Submitted to Phys. Rev. D. (2024), arXiv:2409.11060 [nucl-ex].
ATLAS Collaboration, Observation of the γγ→ττ process in Pb+Pb collisions and constraints on the τ-lepton anomalous magnetic moment with the ATLAS detector, Phys. Rev. Lett. 131 (2023) 151802, arXiv:2204.13478 [hep-ex].
ATLAS Collaboration, Measurement of substructure-dependent jet suppression in Pb+Pb collisions at 5.02 TeV with the ATLAS detector, Phys. Rev. C 107 (2023) 054909, arXiv:2211.11470 [nucl-ex]..
ATLAS Collaboration, Exclusive dimuon production in ultraperipheral Pb+Pb collisions at sqrt(sNN)=5.02 TeV with ATLAS, Phys. Rev. C 104, 024906 (2021), arXiv:2011.12211 [nucl-ex].
ATLAS Collaboration, Observation of Light-by-Light Scattering in Ultraperipheral Pb+Pb collisions with the ATLAS Detector, Phys. Rev. Lett. 123 (2019) 052001, arXiv:1904.03536 [hep-ex].
ATLAS Collaboration, Observation of a Centrality-Dependent Acoplanarity for Muon Pairs produced via two-photon scattering in Pb+Pb collisions at sqrt(sNN)= 5.02 TeV with the ATLAS Detector, Phys. Rev. Lett. 121 (2018) 212301, arXiv:1806.08708 [hep-ex].
ATLAS Collaboration, Measurement of jet pT correlations in Pb+Pb and pp collisions at sqrt(sNN)= 2.76 TeV with the ATLAS detector, Phys. Lett. B774 (2017) 379–402, arXiv:1706.09363 [hep-ex].
ATLAS Collaboration, Observation of long-range elliptic anisotropies in sqrt(s)=13 and 2.76 TeV pp collisions with the ATLAS detector, Phys. Rev. Lett. 116, 172301 (2016), arXiv:1509.04776 [hep-ex].
ATLAS Collaboration, Measurements of the Nuclear Modification Factor for Jets in Pb+Pb Collisions at sqrt(sNN)= 2.76 TeV with the ATLAS Detector, Phys. Rev. Lett. 114 (2015) 072302, arXiv:1411.2357 [hep-ex].
ATLAS Collaboration, Measurement of the Azimuthal Angle Dependence of Inclusive Jet Yields in Pb+Pb Collisions at sqrt(sNN)= 2.76 TeV with the ATLAS detector, Phys. Rev. Lett. 111 (2013) 152301, arXiv:1306.6469 [hep-ex].
ATLAS Collaboration, Observation of Associated Near-side and Away-side Long-range Correlations in sqrt(sNN)=5.02 TeV Proton-lead Collisions with the ATLAS Detector, Phys. Rev. Lett. 110, 182302 (2013), arXiv:1212.5198 [hep-ex].
ATLAS Collaboration, Measurement of the jet radius and transverse momentum dependence of inclusive jet suppression in lead–lead collisions at sqrt(sNN)= 2.76 TeV with the ATLAS detector, Phys. Lett. B 719 (2013) 220, arXiv:1208.1967 [hep-ex]
ATLAS Collaboration, Observation of a Centrality-Dependent Dijet Asymmetry in Lead–Lead Collisions at sqrt(sNN)= 2.76 TeV with the ATLAS Detector at the LHC, Phys. Rev. Lett. 105 (2010) 252303, arXiv:1011.6182 [hep-ex]. (Landmark first jet measurement in heavy-ion collisions)
This list represents my primary research contributions as first author, corresponding author, or key contributor within large international collaborations. For additional publications and citation metrics, please see the linked profiles above.
