activity
20142026
most citedMachine Learning in Nuclear Physics

255 citations · 1.4k across the 70 of their papers we have counts for

collaborators
Showing 2022Show all

17 papers · 1 filter

physics.ins-det2022★ 15 cited

Design of the ECCE Detector for the Electron Ion Collider

J. K. Adkins, Y. Akiba, A. Albataineh +274

The EIC Comprehensive Chromodynamics Experiment (ECCE) detector has been designed to address the full scope of the proposed Electron Ion Collider (EIC) physics program as presented…

physics.ins-det2022

Detector Requirements and Simulation Results for the EIC Exclusive, Diffractive and Tagging Physics Program using the ECCE Detector Concept

A. Bylinkin, C. T. Dean, S. Fegan +272

This article presents a collection of simulation studies using the ECCE detector concept in the context of the EIC's exclusive, diffractive, and tagging physics program, which aims…

physics.ins-det2022★ 1 cited

Open Heavy Flavor Studies for the ECCE Detector at the Electron Ion Collider

X. Li, J. K. Adkins, Y. Akiba +276

The ECCE detector has been recommended as the selected reference detector for the future Electron-Ion Collider (EIC). A series of simulation studies have been carried out to valida…

hep-ex2022★ 3 cited

ECCE unpolarized TMD measurements

R. Seidl, A. Vladimirov, J. K. Adkins +273

We performed feasibility studies for various measurements that are related to unpolarized TMD distribution and fragmentation functions. The processes studied include semi-inclusive…

hep-ex2022★ 2 cited

ECCE Sensitivity Studies for Single Hadron Transverse Single Spin Asymmetry Measurements

R. Seidl, A. Vladimirov, D. Pitonyak +275

We performed feasibility studies for various single transverse spin measurements that are related to the Sivers effect, transversity and the tensor charge, and the Collins fragment…

nucl-ex2022★ 7 cited

Exclusive J/ Detection and Physics with ECCE

X. Li, J. K. Adkins, Y. Akiba +276

Exclusive heavy quarkonium photoproduction is one of the most popular processes in EIC, which has a large cross section and a simple final state. Due to the gluonic nature of the e…

hep-ph2022

Search for Charged Lepton Flavor Violation at the EIC with the ECCE Detector

J. -L. Zhang, S. Mantry, J. K. Adkins +276

The recently approved Electron-Ion Collider (EIC) will provide a unique new opportunity for searches of charged lepton flavor violation (CLFV) and other new physics scenarios. In c…

physics.ins-det2022★ 15 cited

Design and Simulated Performance of Calorimetry Systems for the ECCE Detector at the Electron Ion Collider

F. Bock, N. Schmidt, P. K. Wang +276

We describe the design and performance the calorimeter systems used in the ECCE detector design to achieve the overall performance specifications cost-effectively with careful cons…

physics.ins-det2022★ 4 cited

Initial performance of the GlueX DIRC detector

A. Ali, F. Barbosa, J. Bessuille +17

The GlueX experiment at Jefferson Laboratory aims to perform quantitative tests of non-perturbative QCD by studying the spectrum of light-quark mesons and baryons. A Detector of In…

physics.ins-det2022★ 10 cited

AI-assisted Optimization of the ECCE Tracking System at the Electron Ion Collider

C. Fanelli, Z. Papandreou, K. Suresh +272

The Electron-Ion Collider (EIC) is a cutting-edge accelerator facility that will study the nature of the "glue" that binds the building blocks of the visible matter in the universe…

physics.ins-det2022★ 21 cited

Scientific Computing Plan for the ECCE Detector at the Electron Ion Collider

J. C. Bernauer, C. T. Dean, C. Fanelli +271

The Electron Ion Collider (EIC) is the next generation of precision QCD facility to be built at Brookhaven National Laboratory in conjunction with Thomas Jefferson National Laborat…

physics.ins-det2022

Artificial Intelligence for Imaging Cherenkov Detectors at the EIC

C. Fanelli, A. Mahmood

Imaging Cherenkov detectors form the backbone of particle identification (PID) at the future Electron Ion Collider (EIC). Currently all the designs for the first EIC detector propo…

cs.LG2022

"Flux+Mutability": A Conditional Generative Approach to One-Class Classification and Anomaly Detection

C. Fanelli, J. Giroux, Z. Papandreou

Anomaly Detection is becoming increasingly popular within the experimental physics community. At experiments such as the Large Hadron Collider, anomaly detection is at the forefron…

hep-ph2022★ 1 cited

Snowmass white paper: Need for amplitude analysis in the discovery of new hadrons

Miguel Albaladejo, Marco Battaglieri, Lukasz Bibrzycki +22

We highlight the need for the development of comprehensive amplitude analysis methods to further our understanding of hadron spectroscopy. Reaction amplitudes constrained by first…

physics.ins-det2022

Design of Detectors at the Electron Ion Collider with Artificial Intelligence

Cristiano Fanelli

Artificial Intelligence (AI) for design is a relatively new but active area of research across many disciplines. Surprisingly when it comes to designing detectors with AI this is a…

physics.ins-det2022

Streaming readout for next generation electron scattering experiment

Fabrizio Ameli, Marco Battaglieri, Vladimir V. Berdnikov +18

Current and future experiments at the high intensity frontier are expected to produce an enormous amount of data that needs to be collected and stored for offline analysis. Thanks…

hep-ph2022★ 36 cited

Deeply virtual Compton scattering cross section at high Bjorken

F. Georges, M. N. H. Rashad, A. Stefanko +159

We report high-precision measurements of the Deeply Virtual Compton Scattering (DVCS) cross section at high values of the Bjorken variable . DVCS is sensitive to the Generaliz…