Learning phase transitions by confusion EPL Van Nieuwenburg, YH Liu, SD Huber
Nature Physics 13 (5), 435-439, 2017
833 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
248 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
148 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
144 2019 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
133 2020 Discriminative cooperative networks for detecting phase transitions YH Liu, EPL Van Nieuwenburg
Physical review letters 120 (17), 176401, 2018
130 2018 Geometry-induced pair condensation M Tovmasyan, EPL Van Nieuwenburg, SD Huber
Physical Review B 88 (22), 220510, 2013
107 2013 Hamiltonian learning for quantum error correction A Valenti, E van Nieuwenburg, S Huber, E Greplova
Physical Review Research 1 (3), 033092, 2019
84 2019 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
76 2022 Learning phase transitions from dynamics E van Nieuwenburg, E Bairey, G Refael
Physical Review B 98 (6), 060301, 2018
70 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
66 2015 Sensing Floquet-Majorana fermions via heat transfer P Molignini, E van Nieuwenburg, R Chitra
Physical Review B 96 (12), 125144, 2017
36 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
34 2017 Classification of mixed-state topology in one dimension EPL van Nieuwenburg, SD Huber
Physical Review B 90 (7), 075141, 2014
32 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
27 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
24 2011 Metal–topological insulator transition in the quantum kicked rotator with EPL van Nieuwenburg, JM Edge, JP Dahlhaus, J Tworzydło, ...
Physical Review B—Condensed Matter and Materials Physics 85 (16), 165131, 2012
18 * 2012 Entanglement spectrum of mixed states E van Nieuwenburg, O Zilberberg
Physical Review A 98 (1), 012327, 2018
16 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
14 2021 Real-time two-axis control of a spin qubit F Berritta, T Rasmussen, JA Krzywda, J van der Heijden, F Fedele, ...
Nature Communications 15 (1), 1676, 2024
13 2024 
Sebastian D. HuberETH ZurichAdresse e-mail validée de phys.ethz.ch