Cristiano Fanelli

Research & Teaching

Publications

(last updated: 03/11/2024)

I co-authored more than 150 articles. The below selection of works is presented in reverse chronological order:

  • C. Allaire et al., Artificial Intelligence for the Electron Ion Collider (AI4EIC) – Computing and Software for Big Science 8.1 (2024): 5  
  • C. Fanelli, J. Giroux, ELUQuant: Event-Level Uncertainty Quantification using Physics-Informed Bayesian Neural Networks with Flow approximated Posteriors – A DIS Study – NeurIPS 2023 paper and Mach. Learn.: Sci. Technol. 5 015017
  • F. Barbosa et al., Development of ML FPGA filter for particle identification and tracking in real time, IEEE Transactions on Nuclear Science, 2023 
  • P. Achenbach, et al., The Present and Future of QCD, arXiv:2303.02579
  • C. Fanelli, Z. Papandreou, K. Suresh, et al., AI-assisted Optimization of the ECCE Tracking System at the Electron Ion Collider, arXiv:2205.09185v2, 2022, Nucl. Instrum. Meth. A https://doi.org/10.1016/j.nima.2022.167748 
  • Fanelli, C., J. Giroux, and Z. Papandreou. “Flux+ Mutability”: A Conditional Generative Approach to One-Class Classification and Anomaly Detection. arXiv:2204.08609, 2022; accepted on Mach. Learn. Sc. Technol. , https://iopscience.iop.org/article/10.1088/2632-2153/ac9bcb/pdf
  • F. Ameli, et al. Streaming readout for next generation electron scattering experiments, EPJ Plus, 2022 https://link.springer.com/article/10.1140/epjp/s13360-022-03146-z
  • JC Bernauer, CT Dean, C Fanelli, J Huang, K Kauder, D Lawrence et al, Scientific Computing Plan for the ECCE Detector at the Electron Ion Collider, arXiv:2205.08607, 2022, Nucl. Instr. Meth. A, Volume 1047, February 2023, 167859  
  • A. Boehnlein, M. Diefenthaler, C. Fanelli, et al., Machine Learning in Nuclear Physics, arXiv:2112.02309v1, Reviews of Modern Physics, 2021 https://doi.org/10.1103/RevModPhys.94.031003
  • Streaming Readout of the CLAS12 Forward Tagger Using TriDAS and JANA2, arXiv:2104.11388 , 2021 https://www.epj-conferences.org/articles/epjconf/pdf/2021/05/epjconf_chep2021_04011.pdf
  • Science Requirements and Detector Concepts for the Electron-Ion Collider: EIC Yellow Report, arXiv:2103.05419 (2021) Nuclear Physics A 1026 (2022): 122447.  https://doi.org/10.1016/j.nuclphysa.2022.122447
  • C. Fanelli, Machine Learning for Imaging Cherenkov Detectors, JINST 15 C02012, 2020   https://doi.org/10.1088/1748-0221/15/02/C02012 
  • C. Fanelli and J. Pomponi 2020 Mach. Learn.: Sci. Technol. 1 015010, DeepRICH: Learning Deeply Cherenkov Detectors, arXiv:1911.11717v1, 2020 https://doi.org/10.1088/2632-2153/ab845a
  • D. Winney, C. Fanelli, A. Pilloni et al (Joint Physics Analysis Center), Double Polarization Observables in Pentaquark Photoproduction near Threshold, Phys. Rev. D 100, 034019, JLAB-THY- 19-3004, 2019. https://doi.org/10.1103/PhysRevD.100.034019
  • D. Aloni, C. Fanelli, Y. Soreq and M. Williams, Photoproduction of axion-like particles, Phys. Rev. Lett. 123, 071801, 2019. https://doi.org/10.1103/PhysRevLett.123.071801
  • The GlueX DIRC Collaboration, The GlueX DIRC detector, Nucl. Instr. Meth. Phys. Res. doi.org/10.1016/j.nima.2017.01.054 (2017). https://doi.org/10.1016/j.nima.2017.01.054
  • C. Fanelli and M. Williams, Photoproduction of leptophobic bosons, J. Phys. G: Nucl. Part. Phys. 44 014002 doi:10.1088/0954-3899/44/1/014002 (2016).
  • C. Fanelli, E. Pace, G. Romanelli, G. Salme’ and M. Salmistraro, Pion generalized parton distri- butions within a fully covariant constituent quark model, Eur. Phys. J. C (2016) 76: 253. https://doi.org/10.1140/epjc/s10052-016-4101-1
  • C. Fanelli, F. Sisti and G. Stagno, Time dependent friction in a free gas, Journal of Mathematical Physics 57, 033501 (2016). https://doi.org/10.1063/1.4943013
  • C. Fanelli et al. Polarization Transfer in Wide-Angle Compton Scattering and Single-Pion Photoproduction from the Proton, Phys. Rev. Lett. 115, 152001 (2015). https://doi.org/10.1103/PhysRevLett.115.152001
  • The CMS Collaboration, Observation of a new boson with mass near 125 GeV in pp collisions at s = 7 TeV and 8 TeV, J. High Energ. Phys. (2013) 2013: 81.
  • The CMS Collaboration, A New Boson with a Mass of 125 GeV Observed with the CMS Experiment at the Large Hadron Collider, Science 21 Dec (2012): Vol. 338, Issue 6114, pp. 1569-1575.
  • The CMS Collaboration, Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC, Physics Letters B, 716(1):30-61, (2012).
  • The CMS Collaboration, Combined results of searches for the standard model Higgs boson in pp collisions at \sqrt{s}=7 TeV, Phys.Lett. B710 (2012) 26-48.
  • The CMS Collaboration, Search for the standard model Higgs boson decaying into two photons in pp collisions at \sqrt{s} = 7 TeV, Phys.Lett. B710 (2012) 403-425. 
  • Analysis Notes: I am the author with other 90 people (the Higgs 2γ group) of the analysis note CMS AN-2011/206 on the inclusive search of the Higgs boson decaying into two photons, and the principal author with D. Del Re, P. Meridiani and S. Rahatlou of CMS AN-2011/391 on the exclusive search of the Higgs in two photons; I am also among the lead authors of the document AN-11-401 on the exclusive search of the Higgs in γγ + 2 jets. My name also appears in other analyses notes on the Higgs decaying in WW and ZZ channels. https://doi.org/10.1088/1748-0221/15/02/C02012https://iopscience.iop.org/article/10.1088/0954-3899/44/1/014002

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