Nonlinear Magnons for Reservoir Computing in Reciprocal Space

Información del proyecto

NIMFEIA

Identificador del acuerdo de subvención: 101070290

DOI

10.3030/101070290

Fecha de la firma de la CE 23 Junio 2022

Fecha de inicio 1 Octubre 2022

Fecha de finalización 30 Septiembre 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 3 421 000,00

Aportación de la UE

€ 3 421 000,00

Coordinado por

HELMHOLTZ-ZENTRUM DRESDEN-ROSSENDORF EV
Germany

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (13)

Report on the mode filtering technique implemented in micromagnetics code

A report on the mode filtering technique implemented in the micromagnetics code will be provided.

Data management plan 2

The second version of the data management plan will be provided.

Data management plan 1

The first version of the data management will be provided.

Report on implementation of the adaptive time integration method in machine learning simulations

A report on the implementation of the adaptive time integration method in machine learning simulations will be provided.

Report on soft metallic systems

A report on soft metallic systems will be provided.

Report on the nonlinear magnon population dynamics in vortex-based reservoirs

A report on the nonlinear magnon population dynamics in vortex-based reservoirs will be provided.

Dissemination and exploitation plan 1

The first update of the dissemination and exploitation plan will be provided.

Protocol on appointment of Executive Board

A protocol on the appointment of the Executive Board during the kick-off meeting will be provided.

Report on characterization of vortex-based magnon reservoirs

A report on characterization of vortex-based magnon reservoirs will be provided.

Report on microwave antennas

A report on microwave antennas facilitating scalability of the magnon reservoir will be provided.

Dissemination and exploitation plan 2

The second update of the dissemination and exploitation plan will be provided.

Report on data handling scripts

A report on data handling scripts to feed benchmark data sets into magnon reservoir simulations will be provided.

Report from the kick-off meeting

A repot from the kick-off meeting will be written.

Websites, patent fillings, videos etc. (1)

Project public launch

The website and social media platforms for NIMFEIA will be launched.

Publicaciones

Peer reviewed articles (31)

Modification of three-magnon splitting in a flexed magnetic vortex

Autores: L. Körber, C. Heins, I. Soldatov, R. Schäfer, A. Kákay, H. Schultheiss, K. Schultheiss
Publicado en: Applied Physics Letters, Edición 122, 2023, ISSN 1077-3118
Editor: American Institute of Physics
DOI: 10.48550/ARXIV.2211.08226

Magneto-ionic modulation of the interlayer exchange interaction in synthetic antiferromagnets

Autores: Maria-Andromachi Syskaki; Takaaki Dohi; Beatrice Bednarz; Sergei Olegovich Filnov; Sergey Alexeyevich Kasatikov; Mona Bhukta; Alevtina Smekhova; Rohit Pachat; Johannes Wilhelmus van der Jagt; Shimpei
Publicado en: Applied Physics Letters, Edición 124, 2024, ISSN 1077-3118
Editor: American Institute of Physics
DOI: 10.1063/5.0198750

Observation of a non-reciprocal skyrmion Hall effect of hybrid chiral skyrmion tubes in synthetic antiferromagnetic multilayers

Autores: Takaaki Dohi, Mona Bhukta, Fabian Kammerbauer, Venkata Krishna Bharadwaj, Ricardo Zarzuela, Aakanksha Sud, Maria-Andromachi Syskaki, Duc Minh Tran, Thibaud Denneulin, Sebastian Wintz, Markus Weigand,
Publicado en: Nature Communications, Edición 16, 2025, ISSN 2041-1723
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41467-025-63759-7

"Temperature-dependent study of the spin dynamics of coupled <mml:math xmlns:mml=""http://www.w3.org/1998/Math/MathML""><mml:mrow><mml:msub><mml:mi mathvariant=""normal"">Y</mml:mi><mml:mn>3</mml:mn></mml"

Autores: Felix Fuhrmann, Sven Becker, Akashdeep Akashdeep, Gerhard Jakob, Qianqian Lan, Nan Wang, Rafal E. Dunin-Borkowski, Romain Lebrun, Mathias Weiler, Mathias Kläui
Publicado en: Physical Review B, Edición 112, 2025, ISSN 2469-9950
Editor: American Physical Society (APS)
DOI: 10.1103/7D4Q-J8CL

Effects of Chiral Polypeptides on Skyrmion Stability and Dynamics

Autores: Yael Kapon, Fabian Kammerbauer, Theo Balland, Shira Yochelis, Mathias Kläui, Yossi Paltiel
Publicado en: Nano Letters, Edición 25, 2025, ISSN 1530-6984
Editor: American Chemical Society (ACS)
DOI: 10.1021/ACS.NANOLETT.4C05035

Nature Nanotechnology

Autores: Raphael Gruber; Jan Rothörl; Simon M. Fröhlich; Maarten A. Brems; Fabian Kammerbauer; Maria-Andromachi Syskaki; Elizabeth M. Jefremovas; Sachin Krishnia; Asle Sudbø; Peter Virnau; Mathias Kläui
Publicado en: Nature Nanotechnology, Edición 20, 2025, ISSN 1748-3387
Editor: Nature Publishing Group
DOI: 10.1038/S41565-025-01977-2

Nanosecond True-Random-Number Generation with Superparamagnetic Tunnel Junctions: Identification of Joule Heating and Spin-Transfer-Torque Effects

Autores: L. Schnitzspan, M. Kläui, Gerhard Jakob
Publicado en: Physical Review Applied, Edición 20, 2023, ISSN 2331-7019
Editor: American Physical Society
DOI: 10.48550/arxiv.2301.05694

Benchmarking a magnon-scattering reservoir with modal and temporal multiplexing

Autores: Christopher Heins; Joo-Von Kim; Lukas Körber; Jürgen Fassbender; Helmut Schultheiss; Katrin Schultheiss
Publicado en: Physical Review Applied, 2025, ISSN 2331-7019
Editor: American Physical Society
DOI: 10.48550/ARXIV.2502.02271

Constructing coarse-grained skyrmion potentials from experimental data with Iterative Boltzmann Inversion

Autores: Y. Ge, J. Rothörl, M. A. Brems, N. Kerber; R. Gruber, T. Dohi, M. Kläui, P. Virnau
Publicado en: Communications Physics, Edición 6, 2023, ISSN 2399-3650
Editor: Nature Portfolio
DOI: 10.48550/arxiv.2110.14333

Opportunities and challenges for spintronics

Autores: C. Adelmann, A. Jenkins, P. Pirro, K. Schultheiss, S. van Dijken, V. Kruglyak, P. Bortolotti
Publicado en: Europhysics News, Edición 54, 2023, ISSN 0531-7479
Editor: European Physical Society
DOI: 10.1051/epn/2023404

Selection rules for ultrafast laser excitation and detection of spin correlation dynamics in a cubic antiferromagnet

Autores: A. E. Fedianin, A. M. Kalashnikova, J. H. Mentink
Publicado en: Physical Review B, Edición 107, 2023, ISSN 2469-9950
Editor: American Physical Society
DOI: 10.48550/arxiv.2212.14698

Homochiral antiferromagnetic merons, antimerons and bimerons realized in synthetic antiferromagnets

Autores: M. Bhukta, T. Dohi, V. K. Bharadwaj, R. Zarzuela, M.-A. Syskaki, M. Foerster, M. Angel Niño, J. Sinova, R. Frömter, and M. Kläui
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.48550/arXiv.2303.14853

Machine-learning-based detection of spin structures

Autores: I. Labrie-Boulay, T. Brian Winkler, D. Franzen, A. Romanova, H. Fangohr, M. Kläui
Publicado en: Physical Review Applied, Edición 21, 2024, ISSN 2331-7019
Editor: American Physical Society
DOI: 10.48550/arXiv.2303.16905

Coherent THz spin dynamics in antiferromagnets beyond the approximation of the Néel vector

Autores: F. Formisano, T. T. Gareev, D. I. Khusyainov, A. E. Fedianin, D. Afanasiev, R. V. Pisarev, A. M. Kalashnikova, J. H. Mentink, R. M. Dubrovin, P. P. Syrnikov, A. V. Kimel
Publicado en: APL Materials, Edición 12, 2024, ISSN 2166-532X
Editor: American Institute of Physics
DOI: 10.48550/arxiv.2303.06996

Time-dependent Schwinger boson mean-field theory of supermagnonic propagation in 2D antiferromagnets

Autores: M. D. Bouman, Johan H. Mentink
Publicado en: SciPost Physics, Edición 17, 2024, ISSN 2542-4653
Editor: Stichting SciPost
DOI: 10.21468/SCIPOSTPHYS.17.6.159

Mechanically Stable PMMA‐Based Large‐Area Nano‐Channels with Sub‐10 nm Depth

Autores: Min Liu; Tobias Reimer; Yongkang Wang; Mathias Kläui; Yaowen Xing; Xiahui Gui; Yijun Cao; Rüdiger Berger; Hai Wang; Mischa Bonn
Publicado en: Advanced Materials Technologies, Edición 10, 2024, ISSN 2365-709X
Editor: John Wiley & Sons
DOI: 10.25358/OPENSCIENCE-11279

Spontaneous and impulsive stimulated Raman scattering from two-magnon modes in a cubic antiferromagnet

Autores: Fedianin, A.; Fedianin, A.; Kalashnikova, Alexandra M.; Mentink, J.H.
Publicado en: Physical Review B, Edición 110, 2024, ISSN 2469-9950
Editor: American Physical Society
DOI: 10.48550/ARXIV.2407.15962

Tailoring Magnetic Properties and Suppressing Anisotropy in Permalloy Films by Deposition in a Rotating Magnetic Field

Autores: Lozhkina, Olga; Kammerbauer, Fabian; Syskaki, Maria-Andromachi; Puthirath Balan, Aravind; Krautscheid, Pascal; Khanjani, Mehran Vafaee; Kubik, Jan; O’Brien, Stephen; Reeve, Robert M.; Jakob, Gerhard
Publicado en: Physical Review Applied, Edición 20, 2023, ISSN 2331-7019
Editor: American Physical Society
DOI: 10.1103/PHYSREVAPPLIED.20.014021

The role of magnetic dipolar interactions in skyrmion lattices

Autores: Jefremovas, Elizabeth M.; Leutner, Kilian; Fischer, Miriam G.; Marqués-Marchán, Jorge; Winkler, Thomas B.; Asenjo, Agustina; Sinova, Jairo; Frömter, Robert; Kläui, Mathias
Publicado en: Newton, Edición 1, 2025, ISSN 2950-6360
Editor: Cell Press
DOI: 10.48550/ARXIV.2407.00539

Realizing Quantitative Quasiparticle Modeling of Skyrmion Dynamics in Arbitrary Potentials

Autores: Maarten A. Brems; Tobias Sparmann; Simon M. Fröhlich; Leonie-C. Dany; Jan Rothörl; Fabian Kammerbauer; Elizabeth M. Jefremovas; Oded Farago; Mathias Kläui; Peter Virnau
Publicado en: Physical Review Letters, Edición 134, 2025, ISSN 1079-7114
Editor: American Physical Society
DOI: 10.48550/ARXIV.2502.03541

Noise-based local learning using stochastic magnetic tunnel junctions

Autores: Kees Koenders; Leo Schnitzpan; Fabian Kammerbauer; Sinan Shu; Gerhard Jakob; Mathias Kläui; Johan H. Mentink; Nasir Ahmad; Marcel van Gerven
Publicado en: Physical Review Applied, Edición 23, 2025, ISSN 2331-7019
Editor: American Physical Society
DOI: 10.48550/ARXIV.2412.12783

Pattern recognition in reciprocal space with a magnon-scattering reservoir

Autores: L. Körber, C. Heins, T. Hula, J.-V. Kim, S. Thlang, H. Schultheiss, J. Fassbender, K. Schultheiss
Publicado en: Nature Communications, Edición 14, 2023, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.48550/arXiv.2211.02328

Electronic transparency of internal interfaces in metallic nanostructures comprising light, heavy and ferromagnetic metals measured by terahertz spectroscopy

Autores: Beermann, Nicolas; Fabretti, Savio; Hafez, Hassan A.; Syskaki, Maria-Andromachi; Kononenko, Iryna; Jakob, Gerhard; Kläeui, Mathias; Turchinovich, Dmitry
Publicado en: Nanophotonics, Edición 13, 2024, ISSN 2192-8614
Editor: Science Wise Publishing, The Netherlands
DOI: 10.25358/OPENSCIENCE-10556

Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics

Autores: Grischa Beneke, Thomas Brian Winkler, Klaus Raab, Maarten A. Brems, Fabian Kammerbauer, Pascal Gerhards, Klaus Knobloch, Sachin Krishnia, Johan H. Mentink, Mathias Kläui
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41467-024-52345-Y

Pushing the boundary of quantum advantage in hard combinatorial optimization with probabilistic computers

Autores: Shuvro Chowdhury, Navid Anjum Aadit, Andrea Grimaldi, Eleonora Raimondo, Atharva Raut, P. Aaron Lott, Johan H. Mentink, Marek M. Rams, Federico Ricci-Tersenghi, Massimo Chiappini, Luke S. Theogarajan,
Publicado en: Nature Communications, Edición 16, 2025, ISSN 2041-1723
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41467-025-64235-Y

Brownian reservoir computing realized using geometrically confined skyrmion dynamics

Autores: K. Raab, M. A. Brems, G. Beneke, T. Dohi, J. Rothörl, F. Kammerbauer, J. H. Mentink, M. Kläui
Publicado en: Nature Communications, Edición 13, 2022, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.48550/arxiv.2203.14720

Perspective on unconventional computing using magnetic skyrmions

Autores: O. Lee, R. Msiska, M. A. Brems, M. Kläui, H. Kurebayashi, K. Everschor-Sitte
Publicado en: Applied Physics Letters, Edición 122, 2023, ISSN 1077-3118
Editor: American Institute of Physics
DOI: 10.48550/arxiv.2303.00708

The 2024 magnonics roadmap

Autores: Benedetta Flebus, Dirk Grundler, Bivas Rana, YoshiChika Otani, Igor Barsukov, Anjan Barman, Gianluca Gubbiotti, Pedro Landeros, Johan Akerman, Ursula Ebels, Philipp Pirro, Vladislav E Demidov, Katrin
Publicado en: Journal of Physics: Condensed Matter, Edición 36, 2024, ISSN 0953-8984
Editor: IOP Publishing
DOI: 10.1088/1361-648X/AD399C

Coarse-graining collective skyrmion dynamics in confined geometries

Autores: T. B. Winkler, J. Rothörl, M. A. Brems, G. Beneke, H. Fangohr, and M. Kläui
Publicado en: Applied Physics Letters, Edición 124, 2024, ISSN 1077-3118
Editor: American Institute of Physics
DOI: 10.48550/ARXIV.2303.16472

Electrical coupling of superparamagnetic tunnel junctions mediated by spin-transfer-torques

Autores: L. Schnitzspan, M. Kläui, G. Jakob
Publicado en: Applied Physics Letters, Edición 123, 2023, ISSN 1077-3118
Editor: American Institute of Physics
DOI: 10.48550/ARXIV.2307.15165

Harnessing orbital Hall effect in spin-orbit torque MRAM

Autores: Rahul Gupta, Chloé Bouard, Fabian Kammerbauer, J. Omar Ledesma-Martin, Arnab Bose, Iryna Kononenko, Sylvain Martin, Perrine Usé, Gerhard Jakob, Marc Drouard, Mathias Kläui
Publicado en: Nature Communications, Edición 16, 2025, ISSN 2041-1723
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41467-024-55437-X