Nonlinear Magnons for Reservoir Computing in Reciprocal Space

Project Information

NIMFEIA

Grant agreement ID: 101070290

DOI

10.3030/101070290

EC signature date 23 June 2022

Start date 1 October 2022

End date 30 September 2026

Funded under

• Digital, Industry and Space

Total cost

€ 3 421 000,00

EU contribution

€ 3 421 000,00

Coordinated by

HELMHOLTZ-ZENTRUM DRESDEN-ROSSENDORF EV
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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.

Publications

Peer reviewed articles (13)

Modification of three-magnon splitting in a flexed magnetic vortex

Author(s): L. Körber, C. Heins, I. Soldatov, R. Schäfer, A. Kákay, H. Schultheiss, K. Schultheiss
Published in: Applied Physics Letters, Issue 122, 2023, ISSN 1077-3118
Publisher: American Institute of Physics
DOI: 10.48550/ARXIV.2211.08226

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

Author(s): L. Schnitzspan, M. Kläui, Gerhard Jakob
Published in: Physical Review Applied, Issue 20, 2023, ISSN 2331-7019
Publisher: American Physical Society
DOI: 10.48550/arxiv.2301.05694

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

Author(s): Y. Ge, J. Rothörl, M. A. Brems, N. Kerber; R. Gruber, T. Dohi, M. Kläui, P. Virnau
Published in: Communications Physics, Issue 6, 2023, ISSN 2399-3650
Publisher: Nature Portfolio
DOI: 10.48550/arxiv.2110.14333

Opportunities and challenges for spintronics

Author(s): C. Adelmann, A. Jenkins, P. Pirro, K. Schultheiss, S. van Dijken, V. Kruglyak, P. Bortolotti
Published in: Europhysics News, Issue 54, 2023, ISSN 0531-7479
Publisher: European Physical Society
DOI: 10.1051/epn/2023404

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

Author(s): A. E. Fedianin, A. M. Kalashnikova, J. H. Mentink
Published in: Physical Review B, Issue 107, 2023, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.48550/arxiv.2212.14698

Homochiral antiferromagnetic merons, antimerons and bimerons realized in synthetic antiferromagnets

Author(s): M. Bhukta, T. Dohi, V. K. Bharadwaj, R. Zarzuela, M.-A. Syskaki, M. Foerster, M. Angel Niño, J. Sinova, R. Frömter, and M. Kläui
Published in: Nature Communications, Issue 15, 2024, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.48550/arXiv.2303.14853

Machine-learning-based detection of spin structures

Author(s): I. Labrie-Boulay, T. Brian Winkler, D. Franzen, A. Romanova, H. Fangohr, M. Kläui
Published in: Physical Review Applied, Issue 21, 2024, ISSN 2331-7019
Publisher: American Physical Society
DOI: 10.48550/arXiv.2303.16905

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

Author(s): 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
Published in: APL Materials, Issue 12, 2024, ISSN 2166-532X
Publisher: American Institute of Physics
DOI: 10.48550/arxiv.2303.06996

Pattern recognition in reciprocal space with a magnon-scattering reservoir

Author(s): L. Körber, C. Heins, T. Hula, J.-V. Kim, S. Thlang, H. Schultheiss, J. Fassbender, K. Schultheiss
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.48550/arXiv.2211.02328

Brownian reservoir computing realized using geometrically confined skyrmion dynamics

Author(s): K. Raab, M. A. Brems, G. Beneke, T. Dohi, J. Rothörl, F. Kammerbauer, J. H. Mentink, M. Kläui
Published in: Nature Communications, Issue 13, 2022, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.48550/arxiv.2203.14720

Perspective on unconventional computing using magnetic skyrmions

Author(s): O. Lee, R. Msiska, M. A. Brems, M. Kläui, H. Kurebayashi, K. Everschor-Sitte
Published in: Applied Physics Letters, Issue 122, 2023, ISSN 1077-3118
Publisher: American Institute of Physics
DOI: 10.48550/arxiv.2303.00708

Coarse-graining collective skyrmion dynamics in confined geometries

Author(s): T. B. Winkler, J. Rothörl, M. A. Brems, G. Beneke, H. Fangohr, and M. Kläui
Published in: Applied Physics Letters, Issue 124, 2024, ISSN 1077-3118
Publisher: American Institute of Physics
DOI: 10.48550/ARXIV.2303.16472

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

Author(s): L. Schnitzspan, M. Kläui, G. Jakob
Published in: Applied Physics Letters, Issue 123, 2023, ISSN 1077-3118
Publisher: American Institute of Physics
DOI: 10.48550/ARXIV.2307.15165