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Stefanie Czischek
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Quenches near Ising quantum criticality as a challenge for artificial neural networks
S Czischek, M Gärttner, T Gasenzer
Physical Review B 98 (2), 024311, 2018
722018
Neural-network quantum state tomography in a two-qubit experiment
M Neugebauer, L Fischer, A Jäger, S Czischek, S Jochim, M Weidemüller, ...
Physical Review A 102 (4), 042604, 2020
672020
Simulating a measurement-induced phase transition for trapped-ion circuits
S Czischek, G Torlai, S Ray, R Islam, RG Melko
Physical Review A 104 (6), 062405, 2021
272021
Data-enhanced variational Monte Carlo simulations for Rydberg atom arrays
S Czischek, MS Moss, M Radzihovsky, E Merali, RG Melko
Physical Review B 105 (20), 205108, 2022
202022
Quenches near criticality of the quantum Ising chain—power and limitations of the discrete truncated Wigner approximation
S Czischek, M Gärttner, M Oberthaler, M Kastner, T Gasenzer
Quantum Science and Technology 4 (1), 014006, 2018
202018
Miniaturizing neural networks for charge state autotuning in quantum dots
S Czischek, V Yon, MA Genest, MA Roux, S Rochette, JC Lemyre, ...
Machine Learning: Science and Technology 3 (1), 015001, 2021
152021
Spiking neuromorphic chip learns entangled quantum states
S Czischek, A Baumbach, S Billaudelle, B Cramer, L Kades, ...
SciPost Physics 12 (1), 039, 2022
122022
Sampling scheme for neuromorphic simulation of entangled quantum systems
S Czischek, JM Pawlowski, T Gasenzer, M Gärttner
Physical Review B 100 (19), 195120, 2019
92019
Variational Monte Carlo with large patched transformers
K Sprague, S Czischek
Communications Physics 7 (1), 90, 2024
62024
Neural-Network Simulation of Strongly Correlated Quantum Systems
S Czischek
Springer Nature, 2020
52020
Discrete Truncated Wigner Approximation
S Czischek, S Czischek
Neural-Network Simulation of Strongly Correlated Quantum Systems, 85-109, 2020
12020
Artificial Neural Networks
S Czischek, S Czischek
Neural-Network Simulation of Strongly Correlated Quantum Systems, 53-81, 2020
12020
Variational quantum sensing
B MacLellan, P Roztocki, S Czischek, R Melko
Bulletin of the American Physical Society, 2024
2024
End-to-end variational quantum sensing
B MacLellan, P Roztocki, S Czischek, RG Melko
arXiv preprint arXiv:2403.02394, 2024
2024
Experimental Demonstration of Neural Adaptive Quantum Tomography for Two-Qubit States
A Mansouri, R Fazili, S Czischek, JS Lundeen
Laser Science, LM5F. 3, 2023
2023
Adaptive filtering and classification for automated tuning of quantum dots into the single electron regime
M Moras, MA Roux, L Njejimana, S Czischek, V Yon, MA Tétrault, ...
APS March Meeting Abstracts 2023, M74. 010, 2023
2023
Enhancing Variational Monte Carlo with Neural Network Quantum States
S Czischek
APS March Meeting Abstracts 2023, S62. 001, 2023
2023
Quantum many-body states: A novel neuromorphic application
A Baumbach, R Klassert, S Czischek, M Gärttner, MA Petrovici
Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022
2022
Robust quantum dot charge autotuning with Bayesian Neural Networks
V Yon, S Czischek, Y Beilliard, M Pioro-Ladrière, G Louis, R Melko, ...
Machine Learning in Natural Sciences: from Quantum Physics to Nanoscience …, 2022
2022
Quantum dot charge autotuning with Bayesian Neural Networks for spin qubit applications
V Yon, S Czischek, Y Beilliard, M Pioro-Ladrière, G Louis, R Melko, ...
Silicon Quantum Electronic Workshop, 2022
2022
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