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R&D projects

We are maintaining R&D projects in collaboration with CERN openlab and the Middle East Technical University’s Application and Research Center for Space and Accelerator Technologies (METU IVMER). This collaboration explores the application of quantum-computing algorithms to particle-track reconstruction, as well as to industrial applications, such as the analysis of aviation data.


OUR COLLABORATORS

CERN openlab
METU

R&D RESOURCES

Presentations

TitlePresenterDateEvent / VenueCategoryLink
Quantum Track Reconstruction Algorithms for non-HEP applicationsKristiane Novotny29/07/2020ICHEP 2020, Prague / onlineQuantum computingPDF
Video
Exploring (Quantum) Track Reconstruction Algorithms for non-HEP applicationsKristiane Novotny21/04/2020CTD 2020, Princeton / onlineQuantum computingPDF
Video
A Quantum Graph Neural Network Approach to Particle Track ReconstructionCenk Tüysüz20/04/2020CTD 2020, Princeton / onlineQuantum computingPDF
Video
A Quantum Graph Neural Network Approach to Particle Track ReconstructionCenk Tüysüz22/01/2020CERN openlab Workshop 2020, CERNQuantum computingPDF
HEP Graph Machine Learning for Industrial & Humanitarian ApplicationsDaniel Dobos26/11/2019HEPTECH AIME19 AI & ML, BudapestQuantum computingEvent
Particle Track Reconstruction with Quantum AlgorithmsFederico Carminati07/11/2019ICHEP 2019, AdelaideQuantum computingEvent

Publications

TitleAuthorPublished onCategoryLink
Particle Track Reconstruction with Quantum AlgorithmsC. Tüysüz et al.18/03/2020Quantum ComputingPDF
A Quantum Graph Neural Network Approach to Particle Track ReconstructionC. Tüysüz et al.14/07/2020Quantum ComputingPDF