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Mary Touranakou
Mary Touranakou
Machine Learning Research Scientist, National and Kapodistrian University of Athens
Verified email at cern.ch
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Year
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
T Aarrestad, M van Beekveld, M Bona, A Boveia, S Caron, J Davies, ...
arXiv preprint arXiv:2105.14027, 2021
822021
Particle Cloud Generation with Message Passing Generative Adversarial Networks
R Kansal, J Duarte, H Su, B Orzari, T Tomei, M Pierini, M Touranakou, ...
arXiv preprint arXiv:2106.11535, 2021
572021
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics
R Kansal, J Duarte, B Orzari, T Tomei, M Pierini, M Touranakou, ...
arXiv preprint arXiv:2012.00173, 2020
232020
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders
M Touranakou, N Chernyavskaya, J Duarte, D Gunopulos, R Kansal, ...
arXiv preprint arXiv:2203.00520, 2022
172022
Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC
B Orzari, T Tomei, M Pierini, M Touranakou, J Duarte, R Kansal, ...
arXiv preprint arXiv:2109.15197, 2021
82021
LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows
B Orzari, N Chernyavskaya, R Cobe, JM Duarte, J Fialho, D Gunopulos, ...
Machine Learning: Science and Technology, 2023
12023
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