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20242026
most citedRényi entanglement entropy of spin chain with Generative Neural Networks

5 citations · 6 across the 15 of their papers we have counts for

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hep-ph2026

CGC Fit to HERA DIS and Forward Hadron Production in p+p Collisions

Piotr Korcyl, Truong My Hau Le, Farid Salazar +1

Many experiments have provided possible hints of gluon saturation, including geometric scaling in deep inelastic scattering (DIS) at HERA, the suppression of forward particle yield…

hep-ph2026

Scheme Transformations in Non-Linear QCD Evolution: Towards a Stable NLO BK Equation

Renaud Boussarie, Paul Caucal, Piotr Korcyl +1

High-energy QCD evolution at NLO suffers from large collinear logarithms that make the perturbative expansion of the Balitsky-Kovchegov (BK) equation unstable. We develop a systema…

hep-ph2026

Small-x TMD distributions: JIMWLK evolution and the Gaussian truncation

Florian Cougoulic, Piotr Korcyl

We extend the systematic study of small- Transverse Momentum Dependent (TMD) distributions, initiated in [Cougoulic:2026drr], by including the energy evolution. We use the JIMWL…

hep-ph2026

Simultaneous Color Glass Condensate fit to deep inelastic scattering and forward hadron production at HERA, RHIC, and the LHC

Piotr Korcyl, Truong My Hau Le, Farid Salazar +1

We present the first simultaneous fit to deep inelastic scattering (DIS) reduced cross sections from HERA and forward single inclusive hadron production (SIHP) from RHIC and the LH…

cs.LG2026

Variational Autoregressive Networks with probability priors

Piotr Białas, Piotr Korcyl, Tomasz Stebel +1

Monte Carlo methods are essential across diverse scientific fields, yet their efficiency is frequently hampered by critical slowing down-a sharp increase in autocorrelation times n…

cond-mat.dis-nn2026

Sampling two-dimensional spin systems with transformers

Piotr Białas, Piotr Korcyl, Tomasz Stebel +2

Autoregressive Neural Networks based on dense or convolutional layers have recently been shown to be a viable strategy for generating classical spin systems. Unlike these methods,…

hep-ph2026

Small-x TMD distributions initial condition: Nc-dependence and Gaussian approximations

Florian Cougoulic, Piotr Korcyl, Tomasz Stebel

We systematically derive expressions for ten small- Transverse Momentum Dependent (TMD) distributions in the Gaussian approximation, three in the quark-gluon sector and seven in…

hep-lat2026

Probing Instanton Dynamics in the Pion Vector Form Factor with Wilson Flow

Vaibhav Chahar, Piotr Korcyl

Instanton liquid model is believed to capture the main features of vacuum QCD dynamics. Recently, multiple predictions for hadron structure functions have been derived and compared…