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 (13)

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

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

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

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

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

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