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1904.05902
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Experimental neural network enhanced quantum tomography
11 April 2019
A. M. Palmieri
E. Kovlakov
Federico Bianchi
D. Yudin
S. Straupe
Jacob Biamonte
S. Kulik
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Papers citing
"Experimental neural network enhanced quantum tomography"
25 / 25 papers shown
Entanglement Detection with Quantum-inspired Kernels and SVMs
Ana Martínez-Sabiote
Michalis Skotiniotis
Jara J. Bermejo-Vega
Daniel Manzano
Carlos Cano
197
3
0
25 Aug 2025
Learning Informative Latent Representation for Quantum State Tomography
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Hailan Ma
Zhenhong Sun
Daoyi Dong
Dong Gong
378
4
0
08 Jan 2025
Universal Quantum Tomography With Deep Neural Networks
Nhan T. Luu
Thang C. Truong
449
5
0
01 Jul 2024
Optical Quantum Sensing for Agnostic Environments via Deep Learning
Physical Review Research (Phys. Rev. Res.), 2023
Zeqiao Zhou
Yuxuan Du
Xu-Fei Yin
Shanshan Zhao
Xinmei Tian
Dacheng Tao
233
3
0
13 Nov 2023
Multimodal deep representation learning for quantum cross-platform verification
Physical Review Letters (PRL), 2023
Yan Qian
Yuxuan Du
Zhenliang He
Min-hsiu Hsieh
Dacheng Tao
241
18
0
07 Nov 2023
Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
C. Tsai
Hao-Chung Cheng
Yen-Huan Li
288
3
0
05 Nov 2023
Tomography of Quantum States from Structured Measurements via quantum-aware transformer
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2023
Hailan Ma
Zhenhong Sun
Daoyi Dong
Chunlin Chen
H. Rabitz
473
12
0
09 May 2023
Exponentially Improved Efficient and Accurate Machine Learning for Quantum Many-body States with Provable Guarantees
Physical Review Research (Phys. Rev. Res.), 2023
Yanming Che
C. Gneiting
Franco Nori
315
1
0
10 Apr 2023
Gradient-descent quantum process tomography by learning Kraus operators
Physical Review Letters (PRL), 2022
Shahnawaz Ahmed
Fernando Quijandría
A. F. Kockum
303
39
0
01 Aug 2022
Quantum-machine-learning channel discrimination
A. Kardashin
A. Vlasova
A. Pervishko
D. Yudin
Jacob Biamonte
198
11
0
20 Jun 2022
Regression of high dimensional angular momentum states of light
Physical Review Research (Phys. Rev. Res.), 2022
Danilo Zia
Riccardo Checchinato
Alessia Suprano
Taira Giordani
E. Polino
L. Innocenti
A. Ferraro
M. Paternostro
N. Spagnolo
F. Sciarrino
154
16
0
20 Jun 2022
Dimension-adaptive machine-learning-based quantum state reconstruction
Quantum Machine Intelligence (QMI), 2022
Sanjaya Lohani
Sangita Regmi
J. Lukens
R. Glasser
T. Searles
Brian T. Kirby
233
8
0
11 May 2022
Deep learning of quantum entanglement from incomplete measurements
Science Advances (Sci Adv), 2022
Dominik Koutný
L. Ginés
M. Moczała-Dusanowska
Sven Höfling
Christian Schneider
Ana Predojevic
M. Ježek
527
45
0
03 May 2022
Flexible learning of quantum states with generative query neural networks
Nature Communications (Nat Commun), 2022
Yan Zhu
Yadong Wu
Ge Bai
Dongsheng Wang
Yuexuan Wang
G. Chiribella
233
49
0
14 Feb 2022
Estimating the Euclidean quantum propagator with deep generative modeling of Feynman paths
Physical review B (PRB), 2022
Yanming Che
C. Gneiting
Franco Nori
270
7
0
06 Feb 2022
Quantum Pattern Recognition in Photonic Circuits
Quantum Science and Technology (QST), 2021
Rui Wang
C. Hernani-Morales
J. D. Martín-Guerrero
Enrique Solano
Francisco Albarrán-Arriagada
212
3
0
21 Jul 2021
On the experimental feasibility of quantum state reconstruction via machine learning
IEEE Transactions on Quantum Engineering (IEEE Trans. Quantum Eng.), 2020
Sanjaya Lohani
T. Searles
Brian T. Kirby
R. Glasser
302
21
0
17 Dec 2020
Machine learning pipeline for quantum state estimation with incomplete measurements
Onur Danaci
Sanjaya Lohani
Brian T. Kirby
R. Glasser
392
25
0
05 Dec 2020
Classification and reconstruction of optical quantum states with deep neural networks
Physical Review Research (PRResearch), 2020
Shahnawaz Ahmed
C. Muñoz
Franco Nori
A. F. Kockum
292
77
0
03 Dec 2020
Quantum State Tomography with Conditional Generative Adversarial Networks
Physical Review Letters (PRL), 2020
Shahnawaz Ahmed
C. Muñoz
Franco Nori
A. F. Kockum
GAN
3DPC
295
165
0
07 Aug 2020
Probing Criticality in Quantum Spin Chains with Neural Networks
A. Berezutskii
M. Beketov
D. Yudin
Z. Zimborás
J Biamonte
AI4CE
195
9
0
05 May 2020
Active Learning Approach to Optimization of Experimental Control
Chinese Physics Letters (CPL), 2020
Yadong Wu
Zengming Meng
K. Wen
Chengdong Mi
Jing Zhang
H. Zhai
239
15
0
26 Mar 2020
Machine learning assisted quantum state estimation
Sanjaya Lohani
Brian T. Kirby
M. Brodsky
Onur Danaci
R. Glasser
266
94
0
06 Mar 2020
Computer-inspired Quantum Experiments
Nature Reviews Physics (Nat. Rev. Phys.), 2020
Mario Krenn
Manuel Erhard
A. Zeilinger
225
81
0
23 Feb 2020
Experimental quantum homodyne tomography via machine learning
Optica (Optica), 2019
E. Tiunov
V. Tiunova
Alexander Ulanov
A. Lvovsky
A. Fedorov
377
61
0
15 Jul 2019
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