Active learning machine learns to create new quantum experiments AA Melnikov, H Poulsen Nautrup, M Krenn, V Dunjko, M Tiersch, ...
Proceedings of the National Academy of Sciences 115 (6), 1221-1226, 2018
347 2018 Optimizing quantum error correction codes with reinforcement learning HP Nautrup, N Delfosse, V Dunjko, HJ Briegel, N Friis
Quantum 3, 215, 2019
207 2019 Quantum machine learning beyond kernel methods S Jerbi, LJ Fiderer, H Poulsen Nautrup, JM Kübler, HJ Briegel, V Dunjko
Nature Communications 14 (1), 517, 2023
202 2023 Entangling logical qubits with lattice surgery A Erhard, H Poulsen Nautrup, M Meth, L Postler, R Stricker, M Stadler, ...
Nature 589 (7841), 220-224, 2021
161 2021 Computationally universal phase of quantum matter R Raussendorf, C Okay, DS Wang, DT Stephen, HP Nautrup
Physical review letters 122 (9), 090501, 2019
110 2019 Subsystem symmetries, quantum cellular automata, and computational phases of quantum matter DT Stephen, HP Nautrup, J Bermejo-Vega, J Eisert, R Raussendorf
Quantum 3, 142, 2019
105 2019 Quantum enhancements for deep reinforcement learning in large spaces S Jerbi, LM Trenkwalder, H Poulsen Nautrup, HJ Briegel, V Dunjko
PRX Quantum 2 (1), 010328, 2021
81 2021 Fault-tolerant interface between quantum memories and quantum processors H Poulsen Nautrup, N Friis, HJ Briegel
Nature communications 8 (1), 1321, 2017
56 2017 Symmetry-protected topologically ordered states for universal quantum computation HP Nautrup, TC Wei
Physical Review A 92 (5), 052309, 2015
43 2015 Photonic architecture for reinforcement learning F Flamini, A Hamann, S Jerbi, LM Trenkwalder, HP Nautrup, HJ Briegel
New Journal of Physics 22 (4), 045002, 2020
34 2020 Operationally meaningful representations of physical systems in neural networks HP Nautrup, T Metger, R Iten, S Jerbi, LM Trenkwalder, H Wilming, ...
Machine Learning: Science and Technology 3 (4), 045025, 2022
29 2022 Symmetry-enriched topological order from partially gauging symmetry-protected topologically ordered states assisted by measurements Y Li, H Sukeno, AP Mana, HP Nautrup, TC Wei
Physical Review B 108 (11), 115144, 2023
22 2023 Variational measurement-based quantum computation for generative modeling A Majumder, M Krumm, T Radkohl, LJ Fiderer, HP Nautrup, S Jerbi, ...
Physical Review A 110 (6), 062616, 2024
8 2024 A framework for deep energy-based reinforcement learning with quantum speed-up S Jerbi, H Poulsen Nautrup, LM Trenkwalder, B Dunjko
arXiv preprint arXiv:1910.12760, 2019
8 2019 Hybrid discrete-continuous compilation of trapped-ion quantum circuits with deep reinforcement learning F Preti, M Schilling, S Jerbi, LM Trenkwalder, HP Nautrup, F Motzoi, ...
Quantum 8, 1343, 2024
7 2024 Parity Quantum Computing as ID Smith, HP Nautrup, HJ Briegel
Physical Review Letters 132 (22), 220602, 2024
5 2024 Measurement-based quantum computation from clifford quantum cellular automata HP Nautrup, HJ Briegel
arXiv preprint arXiv:2312.13185, 2023
4 2023 Quantum machine learning beyond kernel methods. Nat Commun 14 S Jerbi, LJ Fiderer, HP Nautrup, JM Kübler, HJ Briegel, V Dunjko
3 2023 Automated Gadget Discovery in Science LM Trenkwalder, AL Incera, HP Nautrup, F Flamini, HJ Briegel
arXiv preprint arXiv:2212.12743, 2022
3 2022 Automated gadget discovery in the quantum domain LM Trenkwalder, A López-Incera, HP Nautrup, F Flamini, HJ Briegel
Machine Learning: Science and Technology 4 (3), 035043, 2023
1 2023 
Hans J BriegelProfessor of Theoretical Physics, University of Innsbruckยืนยันอีเมลแล้วที่ uibk.ac.at