Author

Frederik F. Van der Veken

Observed names: F. F. VAN DER VEKEN, F. F. Van der Veken, F.F. Van der Veken, F. F. Van der Veken, Frederik F Van der Veken, Frederik Florentinus Van der Veken, Van der Veken, Frederik, Van der Veken, Frederik F.

Institution: European Organization for Nuclear Research

Observed institutions: University of Antwerp, University of Malta, Joint Institute for Nuclear Research, European Organization for Nuclear Research

ORCID: 0000-0002-0301-821X

Observed ORCID: 0000-0002-0301-821X

OpenAlex ID: A5032477089

Machine learning for beam dynamics studies at the CERN Large Hadron Collider

2020 · P. Arpaia, G. Azzopardi, et al. · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 49

Let’s have a coffee with the Standard Model of particle physics!

2017 · Julia Woithe, Gerfried J Wiener, et al. · Physics Education · 40

High Luminosity LHC: challenges and plans

2016 · G. Arduini, J. Barranco, et al. · Journal of Instrumentation · 33

Cusped light-like Wilson loops in gauge theories

2013 · I. O. Cherednikov, T. Mertens, et al. · Physics of Particles and Nuclei · 21

Advances on the modeling of the time evolution of dynamic aperture of hadron circular accelerators

2019 · A. Bazzani, M. Giovannozzi, et al. · Physical Review Accelerators and Beams · 18

Description of the luminosity evolution for the CERN LHC including dynamic aperture effects. Part II: application to Run 1 data

2018 · M. Giovannozzi, F.F. Van der Veken · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 17

Wilson Lines in Quantum Field Theory

2014 · Igor Olegovich Cherednikov, Tom Mertens, et al. · De Gruyter eBooks · 16

Evolution of cusped lightlike Wilson loops and geometry of the loop space

2012 · I. O. Cherednikov, T. Mertens, et al. · Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields · 14

Description of the luminosity evolution for the CERN LHC including dynamic aperture effects, Part I: The model

2018 · M. Giovannozzi, F.F. Van der Veken · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 11

Loop Space and Evolution of the Light-like Wilson Polygons

2012 · I. O. CHEREDNIKOV, T. MERTENS, et al. · International Journal of Modern Physics Conference Series · 9

Erratum to “Description of the luminosity evolution for the CERN LHC including dynamic aperture effects. Part I: The model” [Nucl. Instrum. Methods A 905 (2018) 171–179]

2019 · M. Giovannozzi, F.F. Van der Veken · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 7

Machine Learning Applied to the Analysis of Nonlinear Beam Dynamics Simulations for the CERN Large Hadron Collider and Its Luminosity Upgrade

2021 · Massimo Giovannozzi, Ewen Maclean, et al. · Information · 6

Evolution and dynamics of cusped light-like Wilson loops in loop space

2013 · F. F. Van der Veken, I. O. Cherednikov, et al. · AIP conference proceedings · 6

Assessing the Performance of Deep Learning Predictions for Dynamic Aperture of a Hadron Circular Particle Accelerator

2024 · Davide Di Croce, Massimo Giovannozzi, et al. · Instruments · 4

Optimizing dynamic aperture studies with active learning

2024 · D. Di Croce, M. Giovannozzi, et al. · Journal of Instrumentation · 4

Accelerating Dynamic Aperture Evaluation Using Deep Neural Networks

2024 · D. Di Croce, M. Giovannozzi, et al. · Journal of Physics Conference Series · 4

Beam Measurements and Machine Learning at the CERN Large Hadron Collider

2021 · Pasquale Arpaia, Gabriella Azzopardi, et al. · IEEE Instrumentation & Measurement Magazine · 4

Parton Densities in Quantum Chromodynamics

2016 · Igor Olegovich Cherednikov, Frederik F. Van der Veken · De Gruyter eBooks · 4

Piecewise linear Wilson lines

2015 · Frederik F. Van der Veken · EPJ Web of Conferences · 4

Machine Learning Techniques for Uncertainty Estimation in Dynamic Aperture Prediction

2025 · Carlo Emilio Montanari, Robert B. Appleby, et al. · Computers · 2

Working with Wilson Lines

2016 · Frederik F. Van der Veken · International Journal of Modern Physics Conference Series · 2

Datasets for Proof-of-principle experiment of a novel beam extraction over millions of turns using stable resonance islands and bent crystal

2026 · Veres, Dora, Giovannozzi, Massimo, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1

Evolution and dynamics of cusped light-like Wilson loops

2014 · Frederik F Van der Veken · The seventh international conference on hadron spectroscopy · 1

Flexible Spectral-Normalized Neural Gaussian Process for Dynamic Aperture Prediction

2026 · El-Bachir, Yousra, Van der Veken, Frederik, et al. · arXiv (Cornell University)

Proof-of-principle experiment of a beam extraction over millions of turns using stable resonance islands and bent crystal

2026 · D. E. Veres, P. Arrutia, et al. · Physical Review Research

Works count: 40

Citation count: 277

H-index: 9

I10-index: 9