13 citations · 25 across the 7 of their papers we have counts for
7 papers
Flexible Spectral-Normalized Neural Gaussian Process for Dynamic Aperture Prediction
Yousra El-Bachir, Frederik Van der Veken, Davide di Croce +4
We address the challenge of scalable uncertainty quantification in large-scale scientific applications, where complex state-of-the-art machine learning methods are often computatio…
Optimizing Dynamic Aperture Studies with Active Learning
D. Di Croce, M. Giovannozzi, E. Krymova +5
Dynamic aperture is an important concept for the study of non-linear beam dynamics in circular accelerators. It describes the extent of the phase-space region where a particle's mo…
Xsuite: an integrated beam physics simulation framework
G. Iadarola, R. De Maria, S. Lopaciuk +17
Xsuite is a newly developed modular simulation package combining in a single flexible and modern framework the capabilities of different tools developed at CERN in the past decades…
Working With Wilson Lines
Frederik F. Van der Veken
We present an algorithm to express Wilson lines that are defined on piecewise linear paths in function of their individual segments, reducing the number of diagrams needed to be ca…
A new approach to piecewise linear Wilson lines
Frederik F. Van der Veken
Wilson lines are key objects in many QCD calculations. They are parallel transporters of the gauge field that can be used to render non-local operator products gauge invariant, whi…
Piecewise Linear Wilson lines
Frederik F. Van der Veken
Wilson lines, being comparators that render non-local operator products gauge invariant, are extensively used in QCD calculations, especially in small- calculations, calculation…
Evolution of transverse-distance dependent parton densities at large- and geometry of the loop space
I. O. Cherednikov, T. Mertens, P. Taels +1
We discuss possible applications of the equations of motion in the generalized Wilson loop space to the phenomenology of the three-dimensional parton distribution functions in the…