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Alexander Zlokapa
Alexander Zlokapa
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Jahr
Tensorflow quantum: A software framework for quantum machine learning
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2020
3582020
Graph neural networks for particle reconstruction in high energy physics detectors
X Ju, S Farrell, P Calafiura, D Murnane, L Gray, T Klijnsma, K Pedro, ...
arXiv preprint arXiv:2003.11603, 2020
1242020
Traversable wormhole dynamics on a quantum processor
D Jafferis, A Zlokapa, JD Lykken, DK Kolchmeyer, SI Davis, N Lauk, ...
Nature 612 (7938), 51-55, 2022
1052022
Entangling quantum generative adversarial networks
MY Niu, A Zlokapa, M Broughton, S Boixo, M Mohseni, V Smelyanskyi, ...
Physical review letters 128 (22), 220505, 2022
742022
Charged particle tracking with quantum annealing optimization
A Zlokapa, A Anand, JR Vlimant, JM Duarte, J Job, D Lidar, M Spiropulu
Quantum Machine Intelligence 3, 1-11, 2021
432021
Tensorflow quantum: a software framework for quantum machine learning. 2020
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2003
422003
A deep learning model for noise prediction on near-term quantum devices
A Zlokapa, A Gheorghiu
arXiv preprint arXiv:2005.10811, 2020
292020
Boundaries of quantum supremacy via random circuit sampling
A Zlokapa, B Villalonga, S Boixo, DA Lidar
npj Quantum Information 9 (1), 36, 2023
282023
Quantum adiabatic machine learning by zooming into a region of the energy surface
A Zlokapa, A Mott, J Job, JR Vlimant, D Lidar, M Spiropulu
Physical Review A 102 (6), 062405, 2020
262020
In-Situ Observation of Phase Separation During Growth of Cs2LiLaBr6:Ce Crystals Using Energy-Resolved Neutron Imaging
AS Tremsin, D Perrodin, AS Losko, SC Vogel, T Shinohara, K Oikawa, ...
Crystal Growth & Design 17 (12), 6372-6381, 2017
232017
Tensorflow quantum: A software framework for quantum machine learning. arXiv 2020
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2003
162003
A quantum algorithm for training wide and deep classical neural networks
A Zlokapa, H Neven, S Lloyd
arXiv preprint arXiv:2107.09200, 2021
142021
Bayesian interpolation with deep linear networks
B Hanin, A Zlokapa
Proceedings of the National Academy of Sciences 120 (23), e2301345120, 2023
112023
Large-scale distributed training applied to generative adversarial networks for calorimeter simulation
JR Vlimant, F Pantaleo, M Pierini, V Loncar, S Vallecorsa, D Anderson, ...
EPJ Web of Conferences 214, 06025, 2019
82019
Graph neural networks for particle reconstruction in high energy physics detectors (2020)
X Ju, S Farrell, P Calafiura, D Murnane, LG Prabhat, T Klijnsma, K Pedro, ...
arXiv preprint arXiv:2003.11603, 0
6
Comment on" Comment on" Traversable wormhole dynamics on a quantum processor""
D Jafferis, A Zlokapa, JD Lykken, DK Kolchmeyer, SI Davis, N Lauk, ...
arXiv preprint arXiv:2303.15423, 2023
32023
Quantum Computing for Machine Learning and Physics Simulation
A Zlokapa
California Institute of Technology, 2021
22021
Sc19: U: A deep learning approach to noise prediction and circuit optimization for near-term quantum devices
A Zlokapa, A Gheorghiu
22020
Biological error correction codes generate fault-tolerant neural networks
A Zlokapa, AK Tan, JM Martyn, IR Fiete, M Tegmark, IL Chuang
arXiv preprint arXiv:2202.12887, 2022
12022
Quantum adiabatic machine learning with zooming
A Zlokapa, A Mott, J Job, JR Vlimant, D Lidar, M Spiropulu
Bulletin of the American Physical Society 66, 2021
12021
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