Evert van Nieuwenburg
Evert van Nieuwenburg
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Cited by
Cited by
Learning phase transitions by confusion
EPL Van Nieuwenburg, YH Liu, SD Huber
Nature Physics 13 (5), 435-439, 2017
From Bloch oscillations to many-body localization in clean interacting systems
E van Nieuwenburg, Y Baum, G Refael
Proceedings of the National Academy of Sciences 116 (19), 9269-9274, 2019
Integrating neural networks with a quantum simulator for state reconstruction
G Torlai, B Timar, EPL Van Nieuwenburg, H Levine, A Omran, A Keesling, ...
Physical review letters 123 (23), 230504, 2019
NetKet: A machine learning toolkit for many-body quantum systems
G Carleo, K Choo, D Hofmann, JET Smith, T Westerhout, F Alet, EJ Davis, ...
SoftwareX 10, 100311, 2019
Discriminative cooperative networks for detecting phase transitions
YH Liu, EPL Van Nieuwenburg
Physical review letters 120 (17), 176401, 2018
Reinforcement learning decoders for fault-tolerant quantum computation
R Sweke, MS Kesselring, EPL van Nieuwenburg, J Eisert
Machine Learning: Science and Technology 2 (2), 025005, 2020
Geometry-induced pair condensation
M Tovmasyan, EPL Van Nieuwenburg, SD Huber
Physical Review B 88 (22), 220510, 2013
Hamiltonian learning for quantum error correction
A Valenti, E van Nieuwenburg, S Huber, E Greplova
Physical Review Research 1 (3), 033092, 2019
Learning phase transitions from dynamics
E van Nieuwenburg, E Bairey, G Refael
Physical Review B 98 (6), 060301, 2018
Incompressible polaritons in a flat band
M Biondi, EPL van Nieuwenburg, G Blatter, SD Huber, S Schmidt
Physical review letters 115 (14), 143601, 2015
Modern applications of machine learning in quantum sciences
A Dawid, J Arnold, B Requena, A Gresch, M Płodzień, K Donatella, ...
arXiv preprint arXiv:2204.04198, 2022
Sensing Floquet-Majorana fermions via heat transfer
P Molignini, E van Nieuwenburg, R Chitra
Physical Review B 96 (12), 125144, 2017
Dynamics of many-body localization in the presence of particle loss
EPL van Nieuwenburg, JY Malo, AJ Daley, MH Fischer
Quantum Science and Technology 3 (1), 01LT02, 2017
Classification of mixed-state topology in one dimension
EPL van Nieuwenburg, SD Huber
Physical Review B 90 (7), 075141, 2014
Strain tuning of quantum dot optical transitions via laser-induced surface defects
C Bonato, E van Nieuwenburg, J Gudat, S Thon, H Kim, MP van Exter, ...
Physical Review B—Condensed Matter and Materials Physics 84 (7), 075306, 2011
Permanent tuning of quantum dot transitions to degenerate microcavity resonances
J Gudat, C Bonato, E Van Nieuwenburg, S Thon, H Kim, PM Petroff, ...
Applied Physics Letters 98 (12), 2011
Metal–topological insulator transition in the quantum kicked rotator with symmetry
EPL van Nieuwenburg, JM Edge, JP Dahlhaus, J Tworzydło, ...
Physical Review B—Condensed Matter and Materials Physics 85 (16), 165131, 2012
Entanglement spectrum of mixed states
E van Nieuwenburg, O Zilberberg
Physical Review A 98 (1), 012327, 2018
A supervised learning algorithm for interacting topological insulators based on local curvature
P Molignini, A Zegarra, E van Nieuwenburg, R Chitra, W Chen
SciPost Physics 11 (3), 073, 2021
Learning algorithm reflecting universal scaling behavior near phase transitions
N Maskara, M Buchhold, M Endres, E van Nieuwenburg
Physical Review Research 4 (2), L022032, 2022
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