Personal information

Activities

Employment (3)

Leiden University: Leiden, NL

Assistant Professor (LIACS and LION)
Employment
Source: Self-asserted source
Evert van Nieuwenburg

Københavns Universitet: København K, DK

Employment
Source: check_circle
University of Copenhagen

California Institute of Technology: Pasadena, CA, US

2017-02-01 to present | Postdoctoral researcher (Institute for Quantum Information and Matter)
Employment
Source: Self-asserted source
Evert van Nieuwenburg

Education and qualifications (2)

ETH Zurich: Zurich, CH

2012-08-01 to 2016-12-31 | PhD (Physics)
Education
Source: Self-asserted source
Evert van Nieuwenburg

Leiden University: Leiden, NL

2010-09-01 to 2012-06-26 | MSc. (Theoretical Physics)
Education
Source: Self-asserted source
Evert van Nieuwenburg

Funding (2)

Open many-body quantum systems and machine learning

2019-01-01 to 2019-12-31 | Grant
Swiss National Science Foundation (Bern, CH)
GRANT_NUMBER: 183945
Source: Self-asserted source
Evert van Nieuwenburg via DimensionsWizard

Open many-body quantum systems and machine learning

2017-02-01 to 2018-07-31 | Grant
Swiss National Science Foundation (Berne, CH)
GRANT_NUMBER: grant.172185
Source: Self-asserted source
Evert van Nieuwenburg via DimensionsWizard

Works (47)

Learning algorithm reflecting universal scaling behavior near phase transitions

Physical Review Research
2022 | Journal article
EID:

2-s2.0-85130371213

Part of ISSN: 26431564
Contributors: Maskara, N.; Buchhold, M.; Endres, M.; Van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Learning Coulomb Diamonds in Large Quantum Dot Arrays

arXiv
2022 | Other
EID:

2-s2.0-85130435116

Part of ISSN: 23318422
Contributors: Krause, O.; Chatterjee, A.; Kuemmeth, F.; van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Modern applications of machine learning in quantum sciences

arXiv
2022 | Other
EID:

2-s2.0-85134848622

Part of ISSN: 23318422
Contributors: Dawid, A.; Arnold, J.; Requena, B.; Gresch, A.; Płodzien, M.; Donatella, K.; Nicoli, K.A.; Stornati, P.; Koch, R.; Büttner, M. et al.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Reusability report: Comparing gradient descent and Monte Carlo tree search optimization of quantum annealing schedules

Nature Machine Intelligence
2022 | Journal article
EID:

2-s2.0-85139479572

Part of ISSN: 25225839
Contributors: Wauters, M.M.; van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

A learning algorithm with emergent scaling behavior for classifying phase transitions

arXiv
2021 | Other
EID:

2-s2.0-85104138337

Part of ISSN: 23318422
Contributors: Maskara, N.; Buchhold, M.; Endres, M.; van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

A NEAT quantum error decoder

arXiv
2021 | Other
EID:

2-s2.0-85101427035

Part of ISSN: 23318422
Contributors: Théveniaut, H.; van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

A supervised learning algorithm for interacting topological insulators based on local curvature

arXiv
2021 | Other
EID:

2-s2.0-85108838285

Part of ISSN: 23318422
Contributors: Molignini, P.S.; Zegarra, A.; van Nieuwenburg, E.; Chitra, R.; Chen, W.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

A supervised learning algorithm for interacting topological insulators based on local curvature

SciPost Physics
2021 | Journal article | Author
SOURCE-WORK-ID:

a4604511-3525-483f-ab72-89ee0ac456c9

EID:

2-s2.0-85117478425

Contributors: Paolo Molignini; Antonio Zegarra; Evert van Nieuwenburg; Ramasubramanian Chitra; Wei Chen
Source: check_circle
University of Copenhagen
grade
Preferred source (of 2)‎

To V or not to V

Nature Computational Science
2021 | Journal article
EID:

2-s2.0-85125327264

Part of ISSN: 26628457
Contributors: van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

A NEAT quantum error decoder

SciPost Physics
2021-07-12 | Journal article | Author
SOURCE-WORK-ID:

4338fbef-9f69-4256-b337-cfddbf02a10a

WOSUID:

000680039500005

EID:

2-s2.0-85111124540

Contributors: Hugo Theveniaut; Evert van Nieuwenburg
Source: check_circle
University of Copenhagen
grade
Preferred source (of 2)‎

Let's take this discussion online

Europhysics News
2020 | Other | Author
SOURCE-WORK-ID:

9a4499a4-5f86-4dcb-99c6-1465a93d8ebd

EID:

2-s2.0-85087920965

Contributors: Anton Akhmerov; Xavier Bonet-Monroig; Valla Fatemi; Eliska Greplova; Evert van Nieuwenburg; Babak Seradjeh; Daniel Varjas
Source: check_circle
University of Copenhagen
grade
Preferred source (of 2)‎

Roof age determination for the automated site-selection of rooftop solar

arXiv
2020 | Other
EID:

2-s2.0-85094425327

Part of ISSN: 23318422
Contributors: Heinrich, C.; Laskin, M.; Glinskis, S.; van Nieuwenburg, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

From Bloch oscillations to many-body localization in clean interacting systems

Proceedings of the National Academy of Sciences of the United States of America
2019 | Journal article
EID:

2-s2.0-85065613774

Part of ISSN: 10916490 00278424
Contributors: Van Nieuwenburg, E.; Baum, Y.; Refael, G.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Hamiltonian learning for quantum error correction

Physical Review Research
2019 | Journal article
EID:

2-s2.0-85087286209

Part of ISSN: 26431564
Contributors: Valenti, A.; Van Nieuwenburg, E.; Huber, S.; Greplova, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Hamiltonian Learning for Quantum Error Correction

arXiv
2019 | Other
EID:

2-s2.0-85094758640

Part of ISSN: 23318422
Contributors: Valenti, A.; van Nieuwenburg, E.; Huber, S.; Greplova, E.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Integrating neural networks with a quantum simulator for state reconstruction

arXiv
2019 | Other
EID:

2-s2.0-85094753902

Part of ISSN: 23318422
Contributors: Torlai, G.; Timar, B.; Van Nieuwenburg, E.P.L.; Levine, H.; Omran, A.; Keesling, A.; Bernien, H.; Greiner, M.; Vuletic, V.; Lukin, M.D. et al.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Integrating Neural Networks with a Quantum Simulator for State Reconstruction

Physical Review Letters
2019 | Journal article
EID:

2-s2.0-85076508298

Part of ISSN: 10797114 00319007
Contributors: Torlai, G.; Timar, B.; Van Nieuwenburg, E.P.L.; Levine, H.; Omran, A.; Keesling, A.; Bernien, H.; Greiner, M.; Vuletić, V.; Lukin, M.D. et al.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

NetKet: A machine learning toolkit for many-body quantum systems

arXiv
2019 | Other
EID:

2-s2.0-85095220958

Part of ISSN: 23318422
Contributors: Carleo, G.; Choo, K.; Hofmann, D.; Smith, J.E.T.; Westerhout, T.; Alet, F.; Davis, E.J.; Efthymiou, S.; Glasser, I.; Lin, S.-H. et al.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

NetKet: A machine learning toolkit for many-body quantum systems

SoftwareX
2019 | Journal article
EID:

2-s2.0-85071244765

Part of ISSN: 23527110
Contributors: Carleo, G.; Choo, K.; Hofmann, D.; Smith, J.E.T.; Westerhout, T.; Alet, F.; Davis, E.J.; Efthymiou, S.; Glasser, I.; Lin, S.-H. et al.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Discriminative Cooperative Networks for Detecting Phase Transitions

Physical Review Letters
2018 | Journal article
EID:

2-s2.0-85046270290

Part of ISSN: 10797114 00319007
Contributors: Liu, Y.-H.; Van Nieuwenburg, E.P.L.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Dynamics of many-body localization in the presence of particle loss

Quantum Science and Technology
2018 | Journal article
EID:

2-s2.0-85039839425

Part of ISSN: 20589565
Contributors: Van Nieuwenburg, E.P.L.; Malo, J.Y.; Daley, A.J.; Fischer, M.H.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Entanglement spectrum of mixed states

arXiv
2018 | Other
EID:

2-s2.0-85093587632

Part of ISSN: 23318422
Contributors: Van Nieuwenburg, E.; Zilberberg, O.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Entanglement spectrum of mixed states

Physical Review A
2018 | Journal article
EID:

2-s2.0-85051225242

Part of ISSN: 24699934 24699926
Contributors: Van Nieuwenburg, E.; Zilberberg, O.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

From bloch oscillations to many body localization in clean interacting systems

arXiv
2018 | Other
EID:

2-s2.0-85093417021

Part of ISSN: 23318422
Contributors: Van Nieuwenburg, E.P.L.; Baum, Y.; Refael, G.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

From dynamical localization to bunching in interacting floquet systems

arXiv
2018 | Other
EID:

2-s2.0-85094079415

Part of ISSN: 23318422
Contributors: Baum, .Y.; Van Nieuwenburg, E.P.L.; Refael, .G.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

From dynamical localization to bunching in interacting Floquet systems

SciPost Physics
2018 | Journal article
EID:

2-s2.0-85058158130

Part of ISSN: 25424653
Contributors: Baum, Y.; Van Nieuwenburg, E.P.L.; Refael, G.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Learning phase transitions from dynamics

Physical Review B
2018 | Journal article
EID:

2-s2.0-85051444977

Part of ISSN: 24699969 24699950
Contributors: Van Nieuwenburg, E.; Bairey, E.; Refael, G.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Particle statistics and lossy dynamics of ultracold atoms in optical lattices

Physical Review A
2018 | Journal article
EID:

2-s2.0-85047499787

Part of ISSN: 24699934 24699926
Contributors: Yago Malo, J.; Van Nieuwenburg, E.P.L.; Fischer, M.H.; Daley, A.J.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Reinforcement learning decoders for fault-tolerant quantum computation

arXiv
2018 | Other
EID:

2-s2.0-85093758198

Part of ISSN: 23318422
Contributors: Sweke, R.; Kesselring, M.S.; van Nieuwenburg, E.P.L.; Eisert, J.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Renormalization group approach to symmetry protected topological phases

arXiv
2018 | Other
EID:

2-s2.0-85093216933

Part of ISSN: 23318422
Contributors: Van Nieuwenburg, E.P.L.; Schnyder, A.P.; Chen, W.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Renormalization group approach to symmetry protected topological phases

Physical Review B
2018 | Journal article
EID:

2-s2.0-85045927389

Part of ISSN: 24699969 24699950
Contributors: Van Nieuwenburg, E.P.L.; Schnyder, A.P.; Chen, W.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Discriminative cooperative networks for detecting phase transitions

arXiv
2017 | Other
EID:

2-s2.0-85093625952

Part of ISSN: 23318422
Contributors: Liu, Y.-H.; Van Nieuwenburg, E.P.L.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Dynamics of many-body localization in the presence of particle loss

arXiv
2017 | Other
EID:

2-s2.0-85093231306

Part of ISSN: 23318422
Contributors: Van Nieuwenburg, E.P.L.; Yago Malo, J.; Daley, A.J.; Fischer, M.H.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Learning phase transitions by confusion

Nature Physics
2017 | Journal article
EID:

2-s2.0-85012280348

Part of ISSN: 17452481 17452473
Contributors: Van Nieuwenburg, E.P.L.; Liu, Y.-H.; Huber, S.D.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Learning phase transitions from dynamics

arXiv
2017 | Other
EID:

2-s2.0-85094492457

Part of ISSN: 23318422
Contributors: van Nieuwenburg, E.; Bairey, E.; Refael, G.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Particle statistics and lossy dynamics of ultracold atoms in optical lattices

arXiv
2017 | Other
EID:

2-s2.0-85093312697

Part of ISSN: 23318422
Contributors: Yago Malo, J.; van Nieuwenburg, E.P.L.; Fischer, M.H.; Daley, A.J.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Sensing Floquet-Majorana fermions via heat transfer

arXiv
2017 | Other
EID:

2-s2.0-85093208608

Part of ISSN: 23318422
Contributors: Molignini, P.; van Nieuwenburg, E.; Chitra, R.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Sensing Floquet-Majorana fermions via heat transfer

Physical Review B
2017 | Journal article
EID:

2-s2.0-85030129535

Part of ISSN: 24699969 24699950
Contributors: Molignini, P.; Van Nieuwenburg, E.; Chitra, R.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Single spin probe of many-body localization

Physical Review B
2016 | Journal article
EID:

2-s2.0-84999053485

Part of ISSN: 24699969 24699950
Contributors: Van Nieuwenburg, E.P.L.; Huber, S.D.; Chitra, R.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Incompressible Polaritons in a Flat Band

Physical Review Letters
2015 | Journal article
EID:

2-s2.0-84944104354

Part of ISSN: 10797114 00319007
Contributors: Biondi, M.; Van Nieuwenburg, E.P.L.; Blatter, G.; Huber, S.D.; Schmidt, S.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Classification of mixed-state topology in one dimension

Physical Review B - Condensed Matter and Materials Physics
2014 | Journal article
EID:

2-s2.0-84940343210

Part of ISSN: 1550235X 10980121
Contributors: Van Nieuwenburg, E.P.L.; Huber, S.D.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Geometry-induced pair condensation

Physical Review B - Condensed Matter and Materials Physics
2013 | Journal article
EID:

2-s2.0-84892411990

Part of ISSN: 10980121 1550235X
Contributors: Tovmasyan, M.; Van Nieuwenburg, E.P.L.; Huber, S.D.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Cavity-QED with quantum dots in oxide-apertured micropillars

Proceedings of SPIE - The International Society for Optical Engineering
2012 | Conference paper
EID:

2-s2.0-84859994524

Part of ISSN: 0277786X
Contributors: Bonato, C.; Gudat, J.; Van Nieuwenburg, E.; Bakker, M.; Beirne, G.; Thon, S.M.; Kim, H.; Truong, T.-A.; Suntrup, T.; Petroff, P. et al.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Metal-topological insulator transition in the quantum kicked rotator with Z <sub>2</sub> symmetry

Physical Review B - Condensed Matter and Materials Physics
2012 | Journal article
EID:

2-s2.0-84860260984

Part of ISSN: 10980121 1550235X
Contributors: Van Nieuwenburg, E.P.L.; Edge, J.M.; Dahlhaus, J.P.; Tworzydło, J.; Beenakker, C.W.J.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Permanent tuning of quantum dot transitions to degenerate microcavity resonances

Applied Physics Letters
2011 | Journal article
EID:

2-s2.0-79953880235

Part of ISSN: 00036951
Contributors: Gudat, J.; Bonato, C.; Van Nieuwenburg, E.; Thon, S.; Kim, H.; Petroff, P.M.; Van Exter, M.P.; Bouwmeester, D.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Solid-state cavity-QED in polarization-degenerate micropillar cavities

Optics InfoBase Conference Papers
2011 | Conference paper
EID:

2-s2.0-85086492255

Part of ISSN: 21622701
Contributors: Bonato, C.; Gudat, J.; Van Nieuwenburg, E.; Bakker, M.; Oemrawsingh, S.; Thon, S.; Kim, H.; Van Exter, M.; Bouwmeester, D.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Strain tuning of quantum dot optical transitions via laser-induced surface defects

Physical Review B - Condensed Matter and Materials Physics
2011 | Journal article
EID:

2-s2.0-80052495964

Part of ISSN: 10980121 1550235X
Contributors: Bonato, C.; Van Nieuwenburg, E.; Gudat, J.; Thon, S.; Kim, H.; Van Exter, M.P.; Bouwmeester, D.
Source: Self-asserted source
Evert van Nieuwenburg via Scopus - Elsevier

Peer review (13 reviews for 8 publications/grants)

Review activity for Advanced quantum technologies. (1)
Review activity for Communications physics. (2)
Review activity for Journal of physical chemistry. (1)
Review activity for Nature communications (1)
Review activity for Nature computational science. (1)
Review activity for Nature machine intelligence. (2)
Review activity for npj quantum information. (4)
Review activity for The European physical journal plus. (1)