Jet Constituents for Deep Neural Network Based Top Quark Tagging. - Jannicke Pearkes; Wojciech Fedorko; Alison Lister; Colin Gay (CoRR, 2017)

Long Short-Term Memory (LSTM) networks with jet constituents for boosted top tagging at the LHC. - Shannon Egan; Wojciech Fedorko; Alison Lister; Jannicke Pearkes; Colin Gay (CoRR, 2017)

Variational Autoencoders for Generative Modelling of Water Cherenkov Detectors. - Abhishek Abhishek; Wojciech Fedorko; Patrick de Perio; Nicholas Prouse; Julian Z. Ding (CoRR, 2019)

CaloDVAE : Discrete Variational Autoencoders for Fast Calorimeter Shower Simulation. - Abhishek Abhishek; Eric Drechsler; Wojciech Fedorko; Bernd Stelzer (CoRR, 2022)

Using machine learning to improve neutron identification in water Cherenkov detectors. - Blair Jamieson; Matt Stubbs; Sheela Ramanna; John Walker; Nick Prouse; Ryosuke Akutsu; Patrick de Perio; Wojciech Fedorko (Frontiers Big Data, 2022)

CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models. - Sehmimul Hoque; Hao Jia; Abhishek Abhishek; Mojde Fadaie; Javier Quetzalcóatl Toledo-Marín; Tiago Vale; Roger G. Melko; Maximilian Swiatlowski; Wojciech T. Fedorko (CoRR, 2023)

Calo4pQVAE: Quantum-Assisted 4-Partite VAE Surrogate for High Energy Particle-Calorimeter Interactions. - Sebastian Gonzalez; Hao Jia; Javier Quetzalcóatl Toledo-Marín; Sehmimul Hoque; Abhishek Abhishek; Ian Lu; Deniz Sogutlu; Sören Anderson; Colin Gay; Eric Paquet; Roger G. Melko; Geoffrey C. Fox; et al. (QCE, 2024)

Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions. - Javier Quetzalcóatl Toledo-Marín; Sebastian Gonzalez; Hao Jia; Ian Lu; Deniz Sogutlu; Abhishek Abhishek; Colin Gay; Eric Paquet; Roger G. Melko; Geoffrey C. Fox; Maximilian Swiatlowski; Wojciech Fedorko (CoRR, 2024)

AI Meets Antimatter: Unveiling Antihydrogen Annihilations. - Ashley Ferreira; Mahip Singh; Andrea Capra; Ina Carli; Daniel Duque Quiceno; Wojciech T. Fedorko; Makoto M. Fujiwara; Muyan Li; Lars Martin; Yukiya Saito; Gareth Smith; Anqi Xu (CoRR, 2024)

Zephyr quantum-assisted hierarchical Calo4pQVAE for particle-calorimeter interactions. - Ian Lu; Hao Jia; Sebastian Gonzalez; Deniz Sogutlu; Javier Quetzalcóatl Toledo-Marín; Sehmimul Hoque; Abhishek Abhishek; Colin Gay; Roger G. Melko; Eric Paquet; Geoffrey C. Fox; Maximilian Swiatlowski; et al. (CoRR, 2024)

Antimatter Annihilation Vertex Reconstruction with Deep Learning for ALPHA-g Radial Time Projection Chamber. - Ashley Ferreira; Mahip Singh; Yukiya Saito; Andrea Capra; Ina Carli; Daniel Duque Quiceno; Wojciech T. Fedorko; Makoto C. Fujiwara; Muyan Li; Lars Martin; Gareth Smith; Anqui Xu (CoRR, 2025)