EPSCI publications page

EPSCI Group Publications

2022

Publications from 2022

Title/Info	BibTex
Accelerator and detector control for the EIC with machine learning T. Britton and B. Nachman Submitted to IOPscience Journal of Instrumentation DOI: https://doi.org/10.1088/1748-0221/17/02/C02022	bibtex
Using AI to predict calibrations constants for the central drift chamber in GlueX at Jefferson Lab Torri Jeske, Diana McSpadden, Nikhil Kalra, Thomas Britton, Naomi Jarvis, and David Lawrence Submitted to IOPscience Journal of Physics: Conference Series	bibtex
AI For Experimental Controls Torri Jeske, Diana McSpadden, Nikhil Kalra, Thomas Britton, Naomi Jarvis, and David Lawrence Submitted to JINST	bibtex
Machine Learning on FPGA For Event Selection Sergey Furletov, Fernando Barbosa, Lee Belfore, Cody Dickover, Cristiano Fanelli, Yulia Furletova, Lioubov Jokhovets, David Lawrence, and Dmitry Romanov Submitted to JINST	bibtex
Streaming readout for next generation electron scattering experiments Fabrizio Ameli, Marco Battaglieri, Vladimir V. Berdnikov, Mariangela Bondì, Sergey Boyarinov, Nathan Brei, Laura Cappelli, Andrea Celentano, Tommaso Chiarusi, Raffaella De Vita, Cristiano Fanelli, Vardan Gyurjyan, David Lawrence, Patrick Moran, Paolo Musico, Carmelo Pellegrino, Alessandro Pilloni, Ben Raydo, Carl Timmer, Maurizio Ungaro, Simone Vallarino Submitted to EPJ+ arXiv: https://arxiv.org/abs/2202.03085	bibtex

2021

Publications from 2021

Title/Info	BibTex
Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator Willem Blokland, Pradeep Ramuhalli, Charles Peters, Yigit Yucesan, Alexander Zhukov, Malachi Schram, Kishansingh Rajput, Torri Jeske Submitted to Phy AB arXiv: https://arxiv.org/abs/2110.12006	bibtex *DS dept.
AI Enabled Data Quality Monitoring with Hydra Thomas Britton, David Lawrence, Kishansingh Rajput DOI: https://doi.org/10.1051/epjconf/202125104010 arXiv: https://arxiv.org/abs/2105.07948	bibtex
HOSS! David Lawrence DOI: https://doi.org/10.1051/epjconf/202125104005 arXiv: https://arxiv.org/abs/2104.14656	bibtex
Streaming Readout of the CLAS12 Forward Tagger Using TriDAS and JANA2 Fabrizio Ameli, Marco Battaglieri, Mariangela Bondí, Andrea Celentano, Sergey Boyarinov, Nathan Brei, Tommaso Chiarusi, Raffaella De Vita, Cristiano Fanelli, Vardan Gyurjyan, David Lawrence, Paolo Musico, Carmelo Pellegrino, Ben Raydo, Simone Vallarino DOI: https://doi.org/10.1051/epjconf/202125104011 arXiv: https://arxiv.org/abs/2105.07948	bibtex

2020

Publications from 2020

Title/Info	BibTex
Automated and Distributed Monte Carlo Generation for GlueX Thomas Britton EPJ Web Conf., 245 (2020) 01022 DOI: https://doi.org/10.1051/epjconf/202024503028	bibtex
JANA2 Framework for Event Based and Triggerless Data Processing David Lawrence, Amber Boehnlein and Nathan Brei EPJ Web Conf., 245 (2020) 01022 DOI: https://doi.org/10.1051/epjconf/202024501022	bibtex
ML Track Fitting in Nuclear Physics Thomas Britton, David Lawrence and Gagik Gavalian EPJ Web Conf., 245 (2020) 06015 DOI: https://doi.org/10.1051/epjconf/202024506015	bibtex
Offsite Data Processing for the GlueX Experiment David Lawrence EPJ Web Conf., 245 (2020) 07037 DOI: https://doi.org/10.1051/epjconf/202024507037	bibtex
Heterogeneous data-processing optimization with CLARA’s adaptive workflow orchestrator Vardan Gyurjyan and Sebastian Mancilla EPJ Web Conf., 245 (2020) 07037 DOI: https://doi.org/10.1051/epjconf/202024505020	bibtex

Relevant journals featuring Articles on Software and Computing

• Software X
• Computer Physics Communications (CPC)
• Journal of Open Source Software (JOSS)

Fortnight Papers

About every 2 weeks we try and review an external paper just to keep up with other relevant things in the field (and for fun!). An archive of the papers can be found on the Fortnight Papers page.