[HTML][HTML] Forecasting the outcome of spintronic experiments with neural ordinary differential equations

X Chen, FA Araujo, M Riou, J Torrejon… - Nature …, 2022 - nature.com
Deep learning has an increasing impact to assist research, allowing, for example, the
discovery of novel materials. Until now, however, these artificial intelligence techniques …

[HTML][HTML] Experimental demonstration of a skyrmion-enhanced strain-mediated physical reservoir computing system

Y Sun, T Lin, N Lei, X Chen, W Kang, Z Zhao… - Nature …, 2023 - nature.com
Physical reservoirs holding intrinsic nonlinearity, high dimensionality, and memory effects
have attracted considerable interest regarding solving complex tasks efficiently. Particularly …

Breathing skyrmions in chiral antiferromagnets

S Komineas, PE Roy - Physical Review Research, 2022 - APS
Breathing oscillations of skyrmions in chiral antiferromagnets can be excited by a brief
modification of the Dzyaloshinskii-Moriya interaction or magnetocrystalline anisotropy …

Circular motion of noncollinear spin textures in Corbino disks: Dynamics of Néel-versus Bloch-type skyrmions and skyrmioniums

IR de Assis, I Mertig, B Göbel - Physical Review B, 2024 - APS
Magnetic skyrmions are nanoscale magnetic whirls that can be driven by currents via spin
torques. They are promising candidates for spintronic devices such as the racetrack …

[HTML][HTML] Scattering of spin waves in a multimode waveguide under the influence of confined magnetic skyrmion

KA Kotus, M Moalic, M Zelent, M Krawczyk… - APL Materials, 2022 - pubs.aip.org
Nontrivial magnetization textures, such as skyrmions, have become a driving force in the
physics of magnetism. Furthermore, the utilization of magnetization textures is fueling the …