Personal information

Emails & domains

Verified email addresses

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Other IDs

Scopus Author ID: 56205938400

Keywords

Many Body Quantum Physics, Neural-Network Quantum States, Condensed Matter Physics, Quantum Computing, Theoretical nuclear physics

Countries

Switzerland

Biography

As a theoretical physicist, I specialize in designing and developing numerical methods for quantum physics applications. By harnessing both classical and quantum computational resources, I aim to model and simulate fermionic and spin degrees of freedom, to gain valuable insights into the properties of condensed matter systems. My focus within the realm of quantum research entails crafting numerical strategies for quantum simulation on both near-term and future quantum platforms.
On the classical front, I specialize in modelling large-scale quantum many-body systems.

Activities

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Employment (6)

ETH Zürich: Zurich, CH

2024-10-01 to present | Senior Research Assistant (Institute for Theoretical Physics)
Employment
Source: Self-asserted source
Jannes Nys

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2021-10-01 to 2024-09-30 | Post-doctoral researcher
Employment
Source: Self-asserted source
Jannes Nys

University of Antwerp: Antwerp, BE

2020-10-19 to 2021-09-30 | Postdoctoral Researcher (IDLab)
Employment
Source: Self-asserted source
Jannes Nys

Imec: Antwerp, BE

2020-10-19 to 2021-09-30 | Post-doctoral university researcher (Computer Science)
Employment
Source: Self-asserted source
Jannes Nys

Ghent University: Ghent, BE

2019-01-01 to 2020-10-18 | Post-doctoral researcher
Employment
Source: Self-asserted source
Jannes Nys

Ghent University: Ghent, BE

2014-10-01 to 2018-01-10 | FWO PhD research fellowship (Physics and Astronomy)
Employment
Source: Self-asserted source
Jannes Nys

Education and qualifications (3)

KU Leuven: Leuven, BE

2015-09 to 2020-08 | Master of Science in Artificial Intelligence: Engineering and Computer Science
Education
Source: Self-asserted source
Jannes Nys

Ghent University: Ghent, BE

2014-10-01 to 2018-05-31 | PhD in Physics (Physics)
Education
Source: Self-asserted source
Jannes Nys

Ghent University: Ghent, BE

2009-09 to 2014-07 | Master and Bachelor of Science in Physics and Astronomy
Education
Source: Self-asserted source
Jannes Nys

Funding (4)

Neural Quantum States for Electronic Systems and 2D Quantum Materials

2022-01 to 2023-12 | Grant
Swiss Joint Research Center, Microsoft (Lausanne, CH)
Source: Self-asserted source
Jannes Nys

THREE: Three Hadron Recipes for Exotic Effects

2018-10-01 to 2021-09-30 | Grant
Belgian Federal Science Policy Office (Brussels, BE)
URL: https://app.dimensions.ai/details/grant/grant.9486605
GRANT_NUMBER: c7d2cd3a-6e3e-42a5-81f4-84315fdce944
Source: Self-asserted source
Jannes Nys via DimensionsWizard

Complete Kwantummechanische Informatie in Fotoproductie van een Pseudoscalair Meson

2016-10-01 to 2018-09-30 | Grant
Research Foundation - Flanders (Brussels, BE)
URL: https://app.dimensions.ai/details/grant/grant.8502763
GRANT_NUMBER:

1102117N
Source: Self-asserted source
Jannes Nys via DimensionsWizard

Complete Kwantummechanische Informatie in Fotoproductie van een Pseudoscalair Meson

2014-10-01 to 2016-09-30 | Grant
Research Foundation - Flanders (Brussels, BE)
URL: https://app.dimensions.ai/details/grant/grant.8502762
GRANT_NUMBER:

1102115N
Source: Self-asserted source
Jannes Nys via DimensionsWizard

Works (50 of 84)

Items per page:
Page 1 of 2

Spectroscopy of two-dimensional interacting lattice electrons using symmetry-aware neural backflow transformations

Communications Physics
2025-01-30 | Journal article
DOI: 10.1038/s42005-025-01955-z
Contributors: Imelda Romero; Jannes Nys; Giuseppe Carleo
Source: check_circle
Crossref

Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equation

Nature Communications
2024-10-30 | Journal article
DOI: 10.1038/s41467-024-53672-w
Contributors: Jannes Nys; Gabriel Pescia; Alessandro Sinibaldi; Giuseppe Carleo
Source: check_circle
Crossref

Real-time quantum dynamics of thermal states with neural thermofields

Physical Review B
2024-06-10 | Journal article
DOI: 10.1103/PhysRevB.109.235120
Contributors: Jannes Nys; Zakari Denis; Giuseppe Carleo
Source: check_circle
Crossref

Message-Passing Neural Quantum States for the Homogeneous Electron Gas

2023 | Other
DOI: 10.1103/PhysRevB.110.035108
EID:

2-s2.0-85162809683

Part of ISSN: 23318422
Contributors: Gabriel Pescia; Jannes Nys; Jane Kim; Alessandro Lovato; Giuseppe Carleo
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Neural-network quantum states for ultra-cold Fermi gases

2023 | Other
DOI: 10.1038/s42005-024-01613-w
EID:

2-s2.0-85162941610

Part of ISSN: 23318422
Contributors: Jane Kim; Gabriel Pescia; Bryce Fore; Jannes Nys; Giuseppe Carleo; Stefano Gandolfi; Morten Hjorth-Jensen; Alessandro Lovato
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Quantum circuits for solving local fermion-to-qubit mappings

Quantum
2023 | Journal article
DOI: 10.48550/arXiv.2208.07192
DOI: 10.22331/q-2023-02-21-930
EID:

2-s2.0-85149644211

Part of ISSN: 23318422
Part of ISSN: 2521-327X
Contributors: Nys, Jannes; Carleo, Giuseppe
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 2)‎

Variational Benchmarks for Quantum Many-Body Problems

2023 | Other
DOI: 10.48550/arXiv.2302.04919
EID:

2-s2.0-85148703329

Part of ISSN: 23318422
Contributors: Dian Wu; Riccardo Rossi; Filippo Vicentini; Nikita Astrakhantsev; Federico Becca; Xiaodong Cao; Juan Carrasquilla; Francesco Ferrari; Antoine Georges; Mohamed Hibat-Allah et al.
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 2)‎

Variational Quantum Time Evolution without the Quantum Geometric Tensor

2023 | Other
DOI: 10.48550/arXiv.2303.12839
DOI: 10.1103/PhysRevResearch.6.013143
EID:

2-s2.0-85152265713

Part of ISSN: 23318422
Contributors: Julien Gacon; Jannes Nys; Riccardo Rossi; Stefan Woerner; Giuseppe Carleo
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation

arXiv
2023 | Other
EID:

2-s2.0-85165915097

Part of ISSN: 23318422
Contributors: Neklyudov, K.; Nys, J.; Thiede, L.; Carrasquilla, J.F.; Liu, Q.; Welling, M.; Makhzani, A.
Source: Self-asserted source
Jannes Nys via Scopus - Elsevier

Codebase release 3.4 for NetKet

SciPost Physics Codebases
2022 | Journal article
DOI: 10.21468/scipostphyscodeb.7-r3.4
Contributors: Vicentini, Filippo; Hofmann, Damian; Szabó, Attila; Wu, Dian; Roth, Christopher; Giuliani, Clemens; Pescia, Gabriel; Nys, Jannes; Vargas-Calderón, Vladimir; Astrakhantsev, Nikita et al.
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 2)‎

Deep learning exotic hadrons

Phys. Rev. D
2022 | Journal article
DOI: 10.1103/PhysRevD.105.L091501
DOI: 10.48550/arXiv.2110.13742
EID:

2-s2.0-85131322724

Part of ISSN: 24700029 24700010
EID:

2-s2.0-85132488676

Part of ISSN: 23318422
Contributors: Ng, L.; Bibrzycki, Ł.; Nys, J.; Fernández-Ramírez, C.; Pilloni, A.; Mathieu, V.; Rasmusson, A. J.; Szczepaniak, A. P.
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems

SciPost Phys. Codebases
2022 | Journal article
DOI: 10.21468/scipostphyscodeb.7
DOI: 10.48550/arXiv.2112.10526
EID:

2-s2.0-85137551522

Part of ISSN: 23318422
Contributors: Filippo Vicentini; Damian Hofmann; Attila Szabó; Dian Wu; Christopher Roth; Clemens Giuliani; Gabriel Pescia; Jannes Nys; Vladimir Vargas-Calderón; Nikita Astrakhantsev et al.
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Variational solutions to fermion-to-qubit mappings in two spatial dimensions

Quantum
2022 | Journal article
DOI: 10.22331/q-2022-10-13-833
DOI: 10.48550/arXiv.2205.00733
EID:

2-s2.0-85130450847

Part of ISSN: 23318422
Part of ISSN: 2521-327X
EID:

2-s2.0-85141235386
Contributors: Nys, Jannes; Carleo, Giuseppe
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 4)‎

Communication coordination in network controllability

arXiv e-prints
2021 | Journal article
EID:

2-s2.0-85108122200

Part of ISSN: 23318422
Contributors: van den Heuvel, Milan; Nys, Jannes
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 2)‎

Many-Body Quantum States with Exact Conservation of Non-Abelian and Lattice Symmetries through Variational Monte Carlo

arXiv preprint arXiv:2104.14869
2021 | Journal article
DOI: 10.1103/PhysRevB.104.045123
EID:

2-s2.0-85107794888

Part of ISSN: 23318422
EID:

2-s2.0-85111098004

Part of ISSN: 24699969 24699950
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 5)‎

Network control by a constrained external agent as a continuous optimization problem

arXiv preprint arXiv:2108.10298
2021 | Journal article
DOI: 10.1038/s41598-022-06144-4
EID:

2-s2.0-85124445740

Part of ISSN: 20452322
EID:

2-s2.0-85114221121

Part of ISSN: 23318422
Contributors: Nys, Jannes; van den Heuvel, Milan; Schoors, Koen; Merlevede, Bruno
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Noise robustness of persistent homology on greyscale images, across filtrations and signatures

arXiv e-prints
2021 | Journal article
DOI: 10.1371/journal.pone.0257215
EID:

2-s2.0-85113841909

Part of ISSN: 23318422
EID:

2-s2.0-85115756748

Part of ISSN: 19326203
Contributors: Turkeš, Renata; Nys, Jannes; Verdonck, Tim; Latré, Steven
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Combined frequency-tagging EEG and eye-tracking measures provide no support for the ``excess mouth/diminished eye attention'' hypothesis in autism

Molecular autism
2020 | Journal article
Contributors: Vettori, Sofie; Van der Donck, Stephanie; Nys, Jannes; Moors, Pieter; Van Wesemael, Tim; Steyaert, Jean; Rossion, Bruno; Dzhelyova, Milena; Boets, Bart
Source: Self-asserted source
Jannes Nys

Combined frequency-tagging EEG and eye-tracking measures provide no support for the “excess mouth/diminished eye attention” hypothesis in autism

Molecular autism
2020 | Journal article
DOI: 10.1186/s13229-020-00396-5
EID:

2-s2.0-85096446526

Part of ISSN: 20402392
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 2)‎

Neural additive vector autoregression models for causal discovery in time series

arXiv
2020 | Other
EID:

2-s2.0-85119126465

Part of ISSN: 23318422
Contributors: Bussmann, B.; Nys, J.; Latré, S.
Source: Self-asserted source
Jannes Nys via Scopus - Elsevier
grade
Preferred source (of 3)‎

Neural Additive Vector Autoregression Models for Causal Discovery in Time Series Data

arXiv preprint arXiv:2010.09429
2020 | Journal article
Contributors: Bussmann, Bart; Nys, Jannes; Latré, Steven
Source: Self-asserted source
Jannes Nys

Neural Additive Vector Autoregression Models for Causal Discovery in Time Series Data

arXiv preprint arXiv:2010.09429
2020 | Journal article
Source: Self-asserted source
Jannes Nys

Nucleon resonance spectrum from Regge systematic

APS Division of Nuclear Physics Meeting Abstracts
2020 | Conference paper
Contributors: Fernández Raḿırez, César; Silva-Castro, Jorge Antonio; Albaladejo, Miguel; Danilkin, Igor; Jackura, Andrew; Mathieu, Vincent; Nys, Jannes; Pilloni, Alessandro; Szczepaniak, Adam; Fox, Geoffrey et al.
Source: Self-asserted source
Jannes Nys

Nucleon resonance spectrum from Regge systematic

APS Division of Nuclear Physics Meeting Abstracts
2020 | Conference paper
Source: Self-asserted source
Jannes Nys

Restricted Boltzmann machines for quantum states with non-abelian or anyonic symmetries

Physical review letters
2020 | Journal article
DOI: 10.1103/PhysRevLett.124.097201
EID:

2-s2.0-85082380202

Part of ISSN: 10797114 00319007
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Towards neural network quantum states with nonabelian symmetries

Bulletin of the American Physical Society
2020 | Journal article
Contributors: Vieijra, Tom; Casert, Corneel; Nys, Jannes; De Neve, Wesley; Haegeman, Jutho; Ryckebusch, Jan; Verstraete, Frank
Source: Self-asserted source
Jannes Nys

Towards neural network quantum states with nonabelian symmetries

Bulletin of the American Physical Society
2020 | Journal article
Source: Self-asserted source
Jannes Nys

Using Markov models and classification to understand face exploration dynamics in boys with autism

Companion Publication of the 2020 International Conference on Multimodal Interaction
2020 | Conference paper
Contributors: Vettori, Sofie; Nys, Jannes; Boets, Bart
Source: Self-asserted source
Jannes Nys

Using Markov models and classification to understand face exploration dynamics in boys with autism

Companion Publication of the 2020 International Conference on Multimodal Interaction
2020 | Conference paper
Source: Self-asserted source
Jannes Nys

Determination of the pole position of the lightest hybrid meson candidate

Physical review letters
2019 | Journal article
DOI: 10.1103/PhysRevLett.122.042002
EID:

2-s2.0-85095213707

Part of ISSN: 23318422
EID:

2-s2.0-85060982426

Part of ISSN: 10797114 00319007
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 4)‎

Interpretable machine learning for inferring the phase boundaries in a nonequilibrium system

Physical Review E
2019 | Journal article
DOI: 10.1103/PhysRevE.99.023304
EID:

2-s2.0-85061251314

Part of ISSN: 24700053 24700045
EID:

2-s2.0-85093212794

Part of ISSN: 23318422
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 4)‎

Phenomenology of relativistic $$$\backslash$mathbf ${$3$}$$\backslash$rightarrow$\backslash$mathbf ${$3$}$ $$3→ 3 reaction amplitudes within the isobar approximation

The European Physical Journal C
2019 | Journal article
Contributors: Jackura, A; Fernández-Raḿırez, C; Mathieu, Vincent; Mikhasenko, M; Nys, Jannes; Pilloni, A; Saldaña, K; Sherrill, N; Szczepaniak, Adam P
Source: Self-asserted source
Jannes Nys

Phenomenology of relativistic 3 --> 3 reaction amplitudes within the isobar approximation

The European Physical Journal C
2019 | Journal article
Source: Self-asserted source
Jannes Nys

Regge phenomenology of the N* and $Δ$* poles

Physical Review D
2019 | Journal article
Contributors: Silva-Castro, JA; Fernández-Raḿırez, C; Albaladejo, M; Danilkin, IV; Jackura, A; Mathieu, Vincent; Nys, Jannes; Pilloni, A; Szczepaniak, Adam P; Fox, G et al.
Source: Self-asserted source
Jannes Nys

Regge phenomenology of the N* and Δ* poles

Physical Review D
2019 | Journal article
Source: Self-asserted source
Jannes Nys

Restricted boltzmann machines for quantum states with nonabelian or anyonic symmetries

arXiv
2019 | Other
EID:

2-s2.0-85095138020

Part of ISSN: 23318422
Contributors: Vieijra, T.; Casert, C.; Nys, J.; De Neve, W.; Haegeman, J.; Ryckebusch, J.; Verstraete, F.
Source: Self-asserted source
Jannes Nys via Scopus - Elsevier

The isospin and neutron-to-proton excess dependence of short-range correlations

Physics Letters B
2019 | Journal article
DOI: 10.1016/j.physletb.2019.03.016
EID:

2-s2.0-85092967007

Part of ISSN: 23318422
EID:

2-s2.0-85063048702

Part of ISSN: 03702693
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 4)‎

Analyticity constraints for hadron amplitudes

2018 | Dissertation or Thesis
Contributors: Nys, Jannes
Source: Self-asserted source
Jannes Nys

Analyticity constraints for hadron amplitudes

2018 | Dissertation or Thesis
Source: Self-asserted source
Jannes Nys

Analyticity constraints for hadron amplitudes: Going high to heal low-energy issues

EPL (Europhysics Letters)
2018 | Journal article
DOI: 10.1209/0295-5075/122/41001
EID:

2-s2.0-85049806989

Part of ISSN: 12864854 02955075
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Features of $π$$Δ$ photoproduction at high energies

Physics Letters B
2018 | Journal article
Contributors: Nys, Jannes; Mathieu, Vincent; Fernández-Raḿırez, C; Jackura, A; Mikhasenko, M; Pilloni, A; Sherrill, N; Ryckebusch, Jan; Szczepaniak, Adam P; Fox, G
Source: Self-asserted source
Jannes Nys

Features of πΔ photoproduction at high energies

Physics Letters B
2018 | Journal article
DOI: 10.1016/j.physletb.2018.01.075
EID:

2-s2.0-85094526458

Part of ISSN: 23318422
EID:

2-s2.0-85044396630

Part of ISSN: 03702693
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

Global analysis of charge exchange meson production at high energies

Physical Review D
2018 | Journal article
DOI: 10.1103/PhysRevD.98.034020
EID:

2-s2.0-85052987430

Part of ISSN: 24700029 24700010
EID:

2-s2.0-85095010997

Part of ISSN: 23318422
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 5)‎

Khuri--Treiman equations for $$$\backslash$pi$\backslash$pi $$ $π$ $π$ scattering

The European Physical Journal C
2018 | Journal article
Contributors: Albaladejo, M; Sherrill, N; Fernández-Raḿırez, C; Jackura, A; Mathieu, Vincent; Mikhasenko, M; Nys, Jannes; Pilloni, A; Szczepaniak, Adam P
Source: Self-asserted source
Jannes Nys

Khuri--Treiman equations for ππ scattering

The European Physical Journal C
2018 | Journal article
Source: Self-asserted source
Jannes Nys

Khuri-Treiman equations for $ $π$$π$ $ scattering

arXiv: 1803.06027
2018 | Journal article
Contributors: Collaboration, JPAC; Albaladejo, M; Sherrill, N; C Fernandez-Ramirez, C; Jackura, A; Mathieu, V; Mikhasenko, M; Nys, Jannes; Pilloni, A; Szczepaniak, AP
Source: Self-asserted source
Jannes Nys

Khuri-Treiman equations for ππ scattering

arXiv
2018 | Other
EID:

2-s2.0-85095054988

Part of ISSN: 23318422
Contributors: Albaladejo, M.; Sherrill, N.; Fernández-Ramírez, C.; Jackura, A.; Mathieu, V.; Mikhasenko, M.; Nys, J.; Pilloni, A.; Szczepaniak, A.P.
Source: Self-asserted source
Jannes Nys via Scopus - Elsevier

Khuri–Treiman equations for ππ scattering

European Physical Journal C
2018 | Journal article
DOI: 10.1140/epjc/s10052-018-6045-0
EID:

2-s2.0-85049937443

Part of ISSN: 14346052 14346044
Contributors: Albaladejo, M.; Sherrill, N.; Fernández-Ramírez, C.; Jackura, A.; Mathieu, V.; Mikhasenko, M.; Nys, J.; Pilloni, A.; Szczepaniak, A.P.
Source: Self-asserted source
Jannes Nys via Scopus - Elsevier

Modeling neutrino-nucleus interactions in the few-GeV region

The 20th International Workshop on Neutrinos—PoS (NuFACT2018)
2018 | Conference paper
EID:

2-s2.0-85079347996

Part of ISSN: 18248039
Source: Self-asserted source
Jannes Nys
grade
Preferred source (of 3)‎

New analysis of $η$$π$ tensor resonances measured at the COMPASS experiment

Physics Letters B
2018 | Journal article
Contributors: Jackura, A; Fernández-Raḿırez, C; Mikhasenko, M; Pilloni, A; Mathieu, V; Nys, Jannes; Pauk, V; Szczepaniak, AP; Fox, G; Aghasyan, M et al.
Source: Self-asserted source
Jannes Nys
Items per page:
Page 1 of 2

Peer review (3 reviews for 3 publications/grants)

Review activity for Communications physics. (1)
Review activity for Journal of chemical physics. (1)
Review activity for Nature communications (1)
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