Concepedia

Elena Fol

EF

8

Publications

186

Citations

8

H-Index

2019

Active since

Affiliations

European Organization for Nuclear Research(Current)

Goethe University Frankfurt

GSI Helmholtz Centre for Heavy Ion Research

University of Malta

Elena Fol is an author at European Organization for Nuclear Research specializing in pattern recognition, signal processing, and localization.

Top concepts

EducationCalibrationEngineeringMeasurementLocalizationImage AnalysisMachine VisionComputer VisionInstrumentationMachine Learning

Publications per year

2019–2024

8

Publications

8

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

Pasquale Arpaïa, Gabriella Azzopardi, F. Blanc et al. · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 2020 · 46 citations · Full text

Detection of faulty beam position monitors using unsupervised learning

Elena Fol, Rogelio Tomás, J. Coello de Portugal et al. · Physical Review Accelerators and Beams · 2020 · 45 citations · Full text

Engineering, Machine Learning, Measurement +23

Optics Corrections Using Machine Learning in the LHC

Elena Fol, Jaime Maria Coello de Portugal, G. Franchetti et al. · CERN Document Server (European Organization for Nuclear Research) · 2019 · 21 citations · Full text

Unsupervised Machine Learning for Detection of Faulty Beam Position Monitors

Elena Fol, Jaime Maria Coello de Portugal, Rogelio Tomás · CERN Document Server (European Organization for Nuclear Research) · 2019 · 21 citations · Full text

Supervised learning-based reconstruction of magnet errors in circular accelerators

Elena Fol, Rogelio Tomás, G. Franchetti · The European Physical Journal Plus · 2021 · 16 citations · Full text

Rows per page

1–5 of 8