Classical Splitting of Parametrized Quantum Circuits

por Tüysüz, Cenk
Publicado 2023

Quantum GNN and hybrid data embedding for particle tracking

por Tuysuz, Cenk, Rieger, Carla Sophie
Publicado 2021

Embedding of particle tracking data using hybrid quantum-classical neural networks

por Rieger, Carla, Tüysüz, Cenk, Novotny, Kristiane, Vallecorsa, Sofia, Demirköz, Bilge, Potamianos, Karolos, Dobos, Daniel, Vlimant, Jean-Roch
Publicado 2021

Particle Track Reconstruction with Quantum Algorithms

por Tüysüz, Cenk, Carminati, Federico, Demirköz, Bilge, Dobos, Daniel, Fracas, Fabio, Novotny, Kristiane, Potamianos, Karolos, Vallecorsa, Sofia, Vlimant, Jean-Roch
Publicado 2020

A Quantum Graph Neural Network Approach to Particle Track Reconstruction

por Tüysüz, Cenk, Carminati, Federico, Demirköz, Bilge, Dobos, Daniel, Fracas, Fabio, Novotny, Kristiane, Potamianos, Karolos, Vallecorsa, Sofia, Vlimant, Jean-Roch
Publicado 2020

Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction

por Tüysüz, Cenk, Rieger, Carla, Novotny, Kristiane, Demirköz, Bilge, Dobos, Daniel, Potamianos, Karolos, Vallecorsa, Sofia, Vlimant, Jean-Roch, Forster, Richard
Publicado 2021

Performance of Particle Tracking Using a Quantum Graph Neural Network

por Tüysüz, Cenk, Novotny, Kristiane, Rieger, Carla, Carminati, Federico, Demirköz, Bilge, Dobos, Daniel, Fracas, Fabio, Potamianos, Karolos, Vallecorsa, Sofia, Vlimant, Jean-Roch
Publicado 2020

Quantum Track Reconstruction Algorithms for non-HEP applications

por Novotny, Kristiane Sylvia, Tüysüz, Cenk, Rieger, Carla, Dobos, Daniel, Potamianos, Karolos Jozef, Vallecorsa, Sofia, Carminati, Federico, Demirköz, Bilge, Vlimant, Jean-Roch, Fracas, Fabio
Publicado 2021

Impact of quantum noise on the training of quantum Generative Adversarial Networks

por Borras, Kerstin, Chang, Su Yeon, Funcke, Lena, Grossi, Michele, Hartung, Tobias, Jansen, Karl, Kruecker, Dirk, Kühn, Stefan, Rehm, Florian, Tüysüz, Cenk, Vallecorsa, Sofia
Publicado 2023

Quantum Computing for High-Energy Physics: State of the Art and Challenges. Summary of the QC4HEP Working Group

por Di Meglio, Alberto, Jansen, Karl, Tavernelli, Ivano, Alexandrou, Constantia, Arunachalam, Srinivasan, Bauer, Christian W., Borras, Kerstin, Carrazza, Stefano, Crippa, Arianna, Croft, Vincent, de Putter, Roland, Delgado, Andrea, Dunjko, Vedran, Egger, Daniel J., Fernandez-Combarro, Elias, Fuchs, Elina, Funcke, Lena, Gonzalez-Cuadra, Daniel, Grossi, Michele, Halimeh, Jad C., Holmes, Zoe, Kuhn, Stefan, Lacroix, Denis, Lewis, Randy, Lucchesi, Donatella, Lucio Martinez, Miriam, Meloni, Federico, Mezzacapo, Antonio, Montangero, Simone, Nagano, Lento, Radescu, Voica, Ortega, Enrique Rico, Roggero, Alessandro, Schuhmacher, Julian, Seixas, Joao, Silvi, Pietro, Spentzouris, Panagiotis, Tacchino, Francesco, Temme, Kristan, Terashi, Koji, Tura, Jordi, Tuysuz, Cenk, Vallecorsa, Sofia, Wiese, Uwe-Jens, Yoo, Shinjae, Zhang, Jinglei
Publicado 2023