scholarly journals Inclusive electron scattering and the genie neutrino event generator

2021 ◽  
Vol 103 (11) ◽  
Author(s):  
A. Papadopoulou ◽  
A. Ashkenazi ◽  
S. Gardiner ◽  
M. Betancourt ◽  
S. Dytman ◽  
...  
Keyword(s):  
Electron Scattering ◽  
Event Generator ◽  
Neutrino Event ◽  
Inclusive Electron

scholarly journals Simulation of Electron-Proton Scattering Events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)

2021 ◽  
Author(s):  
Yasir Alanazi ◽  
Nobuo Sato ◽  
Tianbo Liu ◽  
Wally Melnitchouk ◽  
Pawel Ambrozewicz ◽  
...  
Keyword(s):  
Electron Scattering ◽  
Particle Production ◽  
Event Generator ◽  
Proton Scattering ◽  
Final State ◽  
Generative Adversarial Network ◽  
Adversarial Network ◽  
Theoretical Assumptions ◽  
New Feature ◽  
Inclusive Electron

We apply generative adversarial network (GAN) technology to build an event generator that simulates particle production in electron-proton scattering that is free of theoretical assumptions about underlying particle dynamics. The difficulty of efficiently training a GAN event simulator lies in learning the complicated patterns of the distributions of the particles physical properties. We develop a GAN that selects a set of transformed features from particle momenta that can be generated easily by the generator, and uses these to produce a set of augmented features that improve the sensitivity of the discriminator. The new Feature-Augmented and Transformed GAN (FAT-GAN) is able to faithfully reproduce the distribution of final state electron momenta in inclusive electron scattering, without the need for input derived from domain-based theoretical assumptions. The developed technology can play a significant role in boosting the science of existing and future accelerator facilities, such as the Electron-Ion Collider.

Global analysis of nuclear cluster structure from the elastic and inclusive electron scattering

2021 ◽  
Vol 103 (5) ◽  
Author(s):  
Lei Wang ◽  
Jian Liu ◽  
Rensheng Wang ◽  
Mengjiao Lyu ◽  
Chang Xu ◽  
...  
Keyword(s):  
Electron Scattering ◽  
Global Analysis ◽  
Cluster Structure ◽  
Nuclear Cluster ◽  
Inclusive Electron

scholarly journals Evaluation of the Inclusive Electron Scattering Observables in the Resonance Region from the Experimental Data

2019 ◽  
Vol 50 (5) ◽  
pp. 587-592
Author(s):  
A. A. Golubenko ◽  
V. V. Chesnokov ◽  
B. S. Ishkhanov ◽  
V. I. Mokeev
Keyword(s):  
Experimental Data ◽  
Electron Scattering ◽  
Resonance Region ◽  
Inclusive Electron

Role of tensor correlations in inclusive electron scattering processes

1983 ◽  
Vol 76 (2) ◽  
pp. 246-255 ◽  
Author(s):  
G. Orlandini ◽  
M. Traini ◽  
F. Dellagiacoma
Keyword(s):  
Electron Scattering ◽  
Inclusive Electron

scholarly journals Mean-field and two-body nuclear effects in inclusive electron scattering on argon, carbon, and titanium: The superscaling approach

2019 ◽  
Vol 99 (4) ◽  
Author(s):  
M. B. Barbaro ◽  
J. A. Caballero ◽  
A. De Pace ◽  
T. W. Donnelly ◽  
R. González-Jiménez ◽  
...  
Keyword(s):  
Electron Scattering ◽  
Mean Field ◽  
Inclusive Electron ◽  
Nuclear Effects

scholarly journals Sensitivity studies for extraction ofGEnfrom inclusive and semi-inclusive electron scattering on polarized3He

2002 ◽  
Vol 65 (4) ◽  
Author(s):  
J. Golak ◽  
W. Glöckle ◽  
H. Kamada ◽  
H. Witała ◽  
R. Skibiński ◽  
...  
Keyword(s):  
Electron Scattering ◽  
Sensitivity Studies ◽  
Inclusive Electron

Inclusive electron scattering from 3He

1989 ◽  
Vol 499 (4) ◽  
pp. 637-668 ◽  
Author(s):  
H. Meier-Hajduk ◽  
U. Oelfke ◽  
P.U. Sauer
Keyword(s):  
Electron Scattering ◽  
Inclusive Electron
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