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angerami/README.md

About me

I am a physicist with experience applying quantitative methods to solve challenging research problems in particle and nuclear physics, primarily at the LHC, and in national security.

Scientific Publications

Complete List

Selected Publications

Machine Learning

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].

Public talks

Invited talks

ATLAS Overview, plenary session talk at The XXVIII International Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Houston, TX, September 2023.

Ultra-peripheral collisions, plenary session talk at The XXVII International, Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Venice, Italy, May 2018.

Ultra-peripheral collisions, plenary session talk at The 4th International Conference on the Initial Stages in High-Energy Nuclear Collisions, Krakow, Poland, September 2017.

Measurements of photo-nuclear jet production in Pb+Pb collisions with ATLAS, talk at INT-17-65W: Probing QCD in Photon-Nucleus Interactions at RHIC and LHC: the Path to EIC, Institute for Nuclear Theory Seattle, WA, February 2017.

Measurements of photo-nuclear jet production in Pb+Pb collisions with ATLAS, parallel session talk at The XXVI International Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Chicago, IL, February 2017.

ATLAS Jet Quenching Measurements from Run 1 at the LHC, talk at Santa Fe Jets and Heavy Flavor Workshop, Santa Fe, NM, January 2016.

Heavy Ion Collisions in Run 2 at the LHC, talk at invited session: Heavy Ions from the RHIC Beam Energy Scan to the LHC Run II, The 2015 Fall Meeting of the APS Division of Nuclear Physics, Santa Fe, NM, October 2015.

ATLAS highlights, plenary session talk at The XXV International Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Kobe, Japan, September 2015.

Overview of ATLAS Results, plenary session talk at The 2nd International Conference on the Initial Stages in High-Energy Nuclear Collisions, Napa, CA, December 2014.

High-pT physics in p+Pb collisions with the ATLAS detector, talk at 10th International Workshop on High-pT Physics in the RHIC & LHC Era, Nantes, France, September 2014.

Measurements of Inclusive Jet Suppression with ATLAS, parallel session talk at The XXIV International Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Darmstadt, Germany, May 2014.

Jet Measurements with the ATLAS Detector in Pb+Pb and p+Pb Collisions, plenary session talk at The 6th International Conference on Hard and Electromagnetic Probes of High Energy Nuclear Collisions ("Hard Probes"), Stellenbosch, South Africa, November 2013.

Jet Measurements in Pb+Pb Collisions from the LHC, talk at the 2nd Workshop on Jet Modification in the RHIC and LHC Era, Detroit, MI, August 2013.

p+Pb Measurements with ATLAS, talk at QCD at Cosmic Energies VI, Paris, France, May 2013.

Measurements of Hard Probes in Heavy Ion Collisions with ATLAS, talk at 29th Winter Workshop on Nuclear Dynamics, Squaw Valley, CA, February 2013.

Measurements of Jet Suppression with ATLAS, parallel session talk at The XXIII International Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Washington D.C., August 2012.

Jet Quenching and Heavy Flavor Production with the ATLAS detector, plenary session talk at The 5th International Conference on Hard and Electromagnetic Probes of High Energy Nuclear Collisions ("Hard Probes"), Cagliari, Italy, May 2012.

ATLAS Measurements of Jets in Heavy-Ion Collisions, parallel session talk at The 19th Particles and Nuclei International Conference Cambridge, MA, July 2011.

Measurements of Jets and Jet Quenching in Pb+Pb Collisions with the ATLAS detector at the LHC, parallel session talk at The XXII International Conference on Ultra-Relativistic Nucleus-Nucleus Collisions ("Quark Matter"), Annecy, France, May 2011.

Heavy ion physics with the ATLAS detector, talk at INT-10-2a: Quantifying the Properties of Hot QCD Matter, Institute for Nuclear Theory Seattle, WA, May 2010.

ATLAS Jet Reconstruction Capabilities in Heavy Ion Collisions, The 2008 Fall Meeting of the APS Division of Nuclear Physics, Oakland, CA, October 2008.

Seminars, Colloquia and Lectures

Applications of AI and ML to Nuclear Physics, Lectures at 2023 National Nuclear Physics Summer School, Riverside, CA, July 2023.

Machine Learning Approaches to Calorimetric Particle Reconstruction in High Energy Physics, seminar University of Washington, WA, August 2022.

Ultra-Peripheral Heavy-Ion Collisions: A path to the EIC, seminar at Ohio University, OH, December 2020.

Ultra-Peripheral Heavy-Ion Collisions: A path to the EIC, seminar at Lawrence Berkeley National Laboratory, Berkeley, CA, December 2018.

Ultra-Peripheral Heavy-Ion Collisions: A path to the EIC, seminar at Penn State University, State College, PA, October 2018.

Jet Quenching in Heavy-Ion Collisions: Probing the Perfect Liquid, seminar at Columbia University, New York, NY, March 2016.

Jet Quenching in Heavy-Ion Collisions: Probing the Perfect Liquid, colloquium at University of Colorado, Boulder, CO, February 2016.

Jet Quenching in Relativistic Heavy-Ion Collisions, seminar at SLAC, Palo Alto, CA, December 2014.

Measurements of Soft and Hard Probes of High-Temperature Nuclear Matter with the ATLAS Experiment, LHC seminar at CERN, Geneva, Switzerland, January 2014.

Results on Jet Quenching from ATLAS, seminar at Columbia University, New York, NY, April 2013.

Jet Quenching at the LHC: Results from the ATLAS Experiment, seminar at Brookhaven National Laboratory, Upton, NY, March 2013.

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