Nonlinear Magnons for Reservoir Computing in Reciprocal Space

Informacje na temat projektu

NIMFEIA

Identyfikator umowy o grant: 101070290

DOI

10.3030/101070290

Data podpisania przez KE 23 Czerwca 2022

Data rozpoczęcia 1 Października 2022

Data zakończenia 30 Września 2026

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 3 421 000,00

Wkład UE

€ 3 421 000,00

Koordynowany przez

HELMHOLTZ-ZENTRUM DRESDEN-ROSSENDORF EV
Germany

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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.

Publikacje

Peer reviewed articles (31)

Modification of three-magnon splitting in a flexed magnetic vortex

Autorzy: L. Körber, C. Heins, I. Soldatov, R. Schäfer, A. Kákay, H. Schultheiss, K. Schultheiss
Opublikowane w: Applied Physics Letters, Numer 122, 2023, ISSN 1077-3118
Wydawca: American Institute of Physics
DOI: 10.48550/ARXIV.2211.08226

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

Autorzy: 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
Opublikowane w: Applied Physics Letters, Numer 124, 2024, ISSN 1077-3118
Wydawca: 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

Autorzy: 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,
Opublikowane w: Nature Communications, Numer 16, 2025, ISSN 2041-1723
Wydawca: 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"

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

Effects of Chiral Polypeptides on Skyrmion Stability and Dynamics

Autorzy: Yael Kapon, Fabian Kammerbauer, Theo Balland, Shira Yochelis, Mathias Kläui, Yossi Paltiel
Opublikowane w: Nano Letters, Numer 25, 2025, ISSN 1530-6984
Wydawca: American Chemical Society (ACS)
DOI: 10.1021/ACS.NANOLETT.4C05035

Nature Nanotechnology

Autorzy: 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
Opublikowane w: Nature Nanotechnology, Numer 20, 2025, ISSN 1748-3387
Wydawca: 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

Autorzy: L. Schnitzspan, M. Kläui, Gerhard Jakob
Opublikowane w: Physical Review Applied, Numer 20, 2023, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.48550/arxiv.2301.05694

Benchmarking a magnon-scattering reservoir with modal and temporal multiplexing

Autorzy: Christopher Heins; Joo-Von Kim; Lukas Körber; Jürgen Fassbender; Helmut Schultheiss; Katrin Schultheiss
Opublikowane w: Physical Review Applied, 2025, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.48550/ARXIV.2502.02271

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

Autorzy: Y. Ge, J. Rothörl, M. A. Brems, N. Kerber; R. Gruber, T. Dohi, M. Kläui, P. Virnau
Opublikowane w: Communications Physics, Numer 6, 2023, ISSN 2399-3650
Wydawca: Nature Portfolio
DOI: 10.48550/arxiv.2110.14333

Opportunities and challenges for spintronics

Autorzy: C. Adelmann, A. Jenkins, P. Pirro, K. Schultheiss, S. van Dijken, V. Kruglyak, P. Bortolotti
Opublikowane w: Europhysics News, Numer 54, 2023, ISSN 0531-7479
Wydawca: European Physical Society
DOI: 10.1051/epn/2023404

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

Autorzy: A. E. Fedianin, A. M. Kalashnikova, J. H. Mentink
Opublikowane w: Physical Review B, Numer 107, 2023, ISSN 2469-9950
Wydawca: American Physical Society
DOI: 10.48550/arxiv.2212.14698

Homochiral antiferromagnetic merons, antimerons and bimerons realized in synthetic antiferromagnets

Autorzy: M. Bhukta, T. Dohi, V. K. Bharadwaj, R. Zarzuela, M.-A. Syskaki, M. Foerster, M. Angel Niño, J. Sinova, R. Frömter, and M. Kläui
Opublikowane w: Nature Communications, Numer 15, 2024, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.48550/arXiv.2303.14853

Machine-learning-based detection of spin structures

Autorzy: I. Labrie-Boulay, T. Brian Winkler, D. Franzen, A. Romanova, H. Fangohr, M. Kläui
Opublikowane w: Physical Review Applied, Numer 21, 2024, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.48550/arXiv.2303.16905

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

Autorzy: 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
Opublikowane w: APL Materials, Numer 12, 2024, ISSN 2166-532X
Wydawca: American Institute of Physics
DOI: 10.48550/arxiv.2303.06996

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

Autorzy: M. D. Bouman, Johan H. Mentink
Opublikowane w: SciPost Physics, Numer 17, 2024, ISSN 2542-4653
Wydawca: Stichting SciPost
DOI: 10.21468/SCIPOSTPHYS.17.6.159

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

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

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

Autorzy: Fedianin, A.; Fedianin, A.; Kalashnikova, Alexandra M.; Mentink, J.H.
Opublikowane w: Physical Review B, Numer 110, 2024, ISSN 2469-9950
Wydawca: 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

Autorzy: 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
Opublikowane w: Physical Review Applied, Numer 20, 2023, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.1103/PHYSREVAPPLIED.20.014021

The role of magnetic dipolar interactions in skyrmion lattices

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

Realizing Quantitative Quasiparticle Modeling of Skyrmion Dynamics in Arbitrary Potentials

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

Noise-based local learning using stochastic magnetic tunnel junctions

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

Pattern recognition in reciprocal space with a magnon-scattering reservoir

Autorzy: L. Körber, C. Heins, T. Hula, J.-V. Kim, S. Thlang, H. Schultheiss, J. Fassbender, K. Schultheiss
Opublikowane w: Nature Communications, Numer 14, 2023, ISSN 2041-1723
Wydawca: 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

Autorzy: Beermann, Nicolas; Fabretti, Savio; Hafez, Hassan A.; Syskaki, Maria-Andromachi; Kononenko, Iryna; Jakob, Gerhard; Kläeui, Mathias; Turchinovich, Dmitry
Opublikowane w: Nanophotonics, Numer 13, 2024, ISSN 2192-8614
Wydawca: Science Wise Publishing, The Netherlands
DOI: 10.25358/OPENSCIENCE-10556

Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics

Autorzy: Grischa Beneke, Thomas Brian Winkler, Klaus Raab, Maarten A. Brems, Fabian Kammerbauer, Pascal Gerhards, Klaus Knobloch, Sachin Krishnia, Johan H. Mentink, Mathias Kläui
Opublikowane w: Nature Communications, Numer 15, 2024, ISSN 2041-1723
Wydawca: 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

Autorzy: 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,
Opublikowane w: Nature Communications, Numer 16, 2025, ISSN 2041-1723
Wydawca: Springer Science and Business Media LLC
DOI: 10.1038/S41467-025-64235-Y

Brownian reservoir computing realized using geometrically confined skyrmion dynamics

Autorzy: K. Raab, M. A. Brems, G. Beneke, T. Dohi, J. Rothörl, F. Kammerbauer, J. H. Mentink, M. Kläui
Opublikowane w: Nature Communications, Numer 13, 2022, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.48550/arxiv.2203.14720

Perspective on unconventional computing using magnetic skyrmions

Autorzy: O. Lee, R. Msiska, M. A. Brems, M. Kläui, H. Kurebayashi, K. Everschor-Sitte
Opublikowane w: Applied Physics Letters, Numer 122, 2023, ISSN 1077-3118
Wydawca: American Institute of Physics
DOI: 10.48550/arxiv.2303.00708

The 2024 magnonics roadmap

Autorzy: 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
Opublikowane w: Journal of Physics: Condensed Matter, Numer 36, 2024, ISSN 0953-8984
Wydawca: IOP Publishing
DOI: 10.1088/1361-648X/AD399C

Coarse-graining collective skyrmion dynamics in confined geometries

Autorzy: T. B. Winkler, J. Rothörl, M. A. Brems, G. Beneke, H. Fangohr, and M. Kläui
Opublikowane w: Applied Physics Letters, Numer 124, 2024, ISSN 1077-3118
Wydawca: American Institute of Physics
DOI: 10.48550/ARXIV.2303.16472

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

Autorzy: L. Schnitzspan, M. Kläui, G. Jakob
Opublikowane w: Applied Physics Letters, Numer 123, 2023, ISSN 1077-3118
Wydawca: American Institute of Physics
DOI: 10.48550/ARXIV.2307.15165

Harnessing orbital Hall effect in spin-orbit torque MRAM

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