11 papers
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…
Rotating the Color Glass Condensate
Renaud Boussarie, Paul Caucal, Piotr Korcyl +1
High-energy QCD evolution beyond leading order suffers from instabilities driven by large collinear logarithms. We present a framework, consistent with the standard high-energy ope…
Variational Autoregressive Networks with probability priors
Piotr BiaÅas, 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…
Sampling two-dimensional spin systems with transformers
Piotr BiaÅas, 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,…
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…
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…