Classification Framework for the Parallel Hash Join with a Performance Analysis on the GPU. - Kinga Anna Wozniak; Erich Schikuta (ISPA/IUCC, 2017)

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics. - Yutaro Iiyama; Gianluca Cerminara; Abhijay Gupta; Jan Kieseler; Vladimir Loncar; Maurizio Pierini; Shah Rukh Qasim; Marcel Rieger; Sioni Summers; Gerrit Van Onsem; Kinga Anna Wozniak; Jennifer Ngadiuba; et al. (Frontiers Big Data, 2020)

Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows. - Pratik Jawahar; Thea Aarrestad; Nadezda Chernyavskaya; Maurizio Pierini; Kinga Anna Wozniak; Jennifer Ngadiuba; Javier M. Duarte; Steven Tsan (Frontiers Big Data, 2022)

Quantum anomaly detection in the latent space of proton collision events at the LHC. - Kinga Anna Wozniak; Vasilis Belis; Ema Puljak; Panagiotis Kl. Barkoutsos; Günther Dissertori; Michele Grossi; Maurizio Pierini; Florentin Reiter; Ivano Tavernelli; Sofia Vallecorsa (CoRR, 2023)

End-to-End Optimal Detector Design with Mutual Information Surrogates. - Kinga Anna Wozniak; Stephen Mulligan; Jan Kieseler; Markus Klute; François Fleuret; Tobias Golling (CoRR, 2025)