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- Centre National de la Recherche ScientifiqueFR283 papers
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5 papers · 2 filters
Finite-size effects and scaling properties of chiral and baryon-number fluctuations
Győző Kovács, Pok Man Lo, Krzysztof Redlich +1
An effective chiral model is introduced to illustrate finite-size effects, incorporating the standard zero-mode treatment, momentum-space discretization, and gradient effects model…
Transfer Learning for Neutrino Scattering: Domain Adaptation with GANs
Jose L. Bonilla, Krzysztof M. Graczyk, Artur M. Ankowski +4
Transfer learning (TL) is used to extrapolate the physics information encoded in a Generative Adversarial Network (GAN) trained on synthetic neutrino-carbon inclusive scattering da…
String-based model with Hagedorn temperature of MeV describes the spectrum of mesons and glueballs
Michał Marczenko, Győző Kovács, Larry McLerran +1
We consider the thermodynamics of a color-confined phase of quantum chromodynamics (QCD) and pure gauge theory within a string-inspired model, corresponding to a physical spatial d…
Re-optimization of a deep neural network model for electron-carbon scattering using new experimental data
Beata E. Kowal, Krzysztof M. Graczyk, Artur M. Ankowski +4
We present an updated deep neural network model for inclusive electron-carbon scattering. Using the bootstrap model [Phys.Rev.C 110 (2024) 2, 025501] as a prior, we incorporate rec…
Challenges in locating the QCD critical point via constant entropy density contours
Michał Marczenko, Michał Szymański, Győző Kovács
A new method was proposed recently to investigate the location of the putative critical point of strongly interacting matter, governed by quantum chromodynamics. By approximating c…