Nonlinear Magnons for Reservoir Computing in Reciprocal Space

Informazioni relative al progetto

NIMFEIA

ID dell’accordo di sovvenzione: 101070290

DOI

10.3030/101070290

Data della firma CE 23 Giugno 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 3 421 000,00

Contributo UE

€ 3 421 000,00

Coordinato da

HELMHOLTZ-ZENTRUM DRESDEN-ROSSENDORF EV
Germany

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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.

Pubblicazioni

Peer reviewed articles (13)

Modification of three-magnon splitting in a flexed magnetic vortex

Autori: L. Körber, C. Heins, I. Soldatov, R. Schäfer, A. Kákay, H. Schultheiss, K. Schultheiss
Pubblicato in: Applied Physics Letters, Numero 122, 2023, ISSN 1077-3118
Editore: 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

Autori: L. Schnitzspan, M. Kläui, Gerhard Jakob
Pubblicato in: Physical Review Applied, Numero 20, 2023, ISSN 2331-7019
Editore: American Physical Society
DOI: 10.48550/arxiv.2301.05694

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

Autori: Y. Ge, J. Rothörl, M. A. Brems, N. Kerber; R. Gruber, T. Dohi, M. Kläui, P. Virnau
Pubblicato in: Communications Physics, Numero 6, 2023, ISSN 2399-3650
Editore: Nature Portfolio
DOI: 10.48550/arxiv.2110.14333

Opportunities and challenges for spintronics

Autori: C. Adelmann, A. Jenkins, P. Pirro, K. Schultheiss, S. van Dijken, V. Kruglyak, P. Bortolotti
Pubblicato in: Europhysics News, Numero 54, 2023, ISSN 0531-7479
Editore: European Physical Society
DOI: 10.1051/epn/2023404

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

Autori: A. E. Fedianin, A. M. Kalashnikova, J. H. Mentink
Pubblicato in: Physical Review B, Numero 107, 2023, ISSN 2469-9950
Editore: American Physical Society
DOI: 10.48550/arxiv.2212.14698

Homochiral antiferromagnetic merons, antimerons and bimerons realized in synthetic antiferromagnets

Autori: M. Bhukta, T. Dohi, V. K. Bharadwaj, R. Zarzuela, M.-A. Syskaki, M. Foerster, M. Angel Niño, J. Sinova, R. Frömter, and M. Kläui
Pubblicato in: Nature Communications, Numero 15, 2024, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.48550/arXiv.2303.14853

Machine-learning-based detection of spin structures

Autori: I. Labrie-Boulay, T. Brian Winkler, D. Franzen, A. Romanova, H. Fangohr, M. Kläui
Pubblicato in: Physical Review Applied, Numero 21, 2024, ISSN 2331-7019
Editore: American Physical Society
DOI: 10.48550/arXiv.2303.16905

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

Autori: 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
Pubblicato in: APL Materials, Numero 12, 2024, ISSN 2166-532X
Editore: American Institute of Physics
DOI: 10.48550/arxiv.2303.06996

Pattern recognition in reciprocal space with a magnon-scattering reservoir

Autori: L. Körber, C. Heins, T. Hula, J.-V. Kim, S. Thlang, H. Schultheiss, J. Fassbender, K. Schultheiss
Pubblicato in: Nature Communications, Numero 14, 2023, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.48550/arXiv.2211.02328

Brownian reservoir computing realized using geometrically confined skyrmion dynamics

Autori: K. Raab, M. A. Brems, G. Beneke, T. Dohi, J. Rothörl, F. Kammerbauer, J. H. Mentink, M. Kläui
Pubblicato in: Nature Communications, Numero 13, 2022, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.48550/arxiv.2203.14720

Perspective on unconventional computing using magnetic skyrmions

Autori: O. Lee, R. Msiska, M. A. Brems, M. Kläui, H. Kurebayashi, K. Everschor-Sitte
Pubblicato in: Applied Physics Letters, Numero 122, 2023, ISSN 1077-3118
Editore: American Institute of Physics
DOI: 10.48550/arxiv.2303.00708

Coarse-graining collective skyrmion dynamics in confined geometries

Autori: T. B. Winkler, J. Rothörl, M. A. Brems, G. Beneke, H. Fangohr, and M. Kläui
Pubblicato in: Applied Physics Letters, Numero 124, 2024, ISSN 1077-3118
Editore: American Institute of Physics
DOI: 10.48550/ARXIV.2303.16472

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

Autori: L. Schnitzspan, M. Kläui, G. Jakob
Pubblicato in: Applied Physics Letters, Numero 123, 2023, ISSN 1077-3118
Editore: American Institute of Physics
DOI: 10.48550/ARXIV.2307.15165