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, Nuclear Physics A Volume 1047, July 2024, 122874
- 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 distributions 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 an analysis note on the exclusive search of the Higgs in two photons; my name also appears in other analyses notes on the Higgs boson, analyzed across other channels.
Links:
- Jefferson Lab: https://www.jlab.org
- Artificial Intelligence for the Electron Ion Collider https://eic.ai
- EIC User Group https://eicug.github.io/
- Electron-Ion Collider (EIC) Software https://github.com/eic