Wojciech Fedorko

According to our database, Wojciech Fedorko authored at least 11 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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, February, 2025

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, 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

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

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, Maximilian Swiatlowski, Wojciech Fedorko

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

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

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

CaloDVAE : Discrete Variational Autoencoders for Fast Calorimeter Shower Simulation.

Abhishek Abhishek, Eric Drechsler, Wojciech Fedorko, Bernd Stelzer

CoRR, 2022

2019

Variational Autoencoders for Generative Modelling of Water Cherenkov Detectors.

Abhishek Abhishek, Wojciech Fedorko, Patrick de Perio, Nicholas Prouse, Julian Z. Ding

CoRR, 2019

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

Jet Constituents for Deep Neural Network Based Top Quark Tagging.

Jannicke Pearkes, Wojciech Fedorko, Alison Lister, Colin Gay

CoRR, 2017