magnum. np: a PyTorch based GPU enhanced finite difference micromagnetic simulation framework for high level development and inverse design

F Bruckner, S Koraltan, C Abert, D Suess - Scientific Reports, 2023 - nature.com
Abstract magnum. np is a micromagnetic finite-difference library completely based on the
tensor library PyTorch. The use of such a high level library leads to a highly maintainable …

Perspective on nanoscaled magnonic networks

Q Wang, G Csaba, R Verba, AV Chumak… - arxiv preprint arxiv …, 2023 - arxiv.org
With the rapid development of artificial intelligence in recent years, mankind is facing an
unprecedented demand for data processing. Today, almost all data processing is performed …

A universal inverse-design magnonic device

N Zenbaa, C Abert, F Majcen, M Kerber, RO Serha… - Nature …, 2025 - nature.com
Magnons, the quanta of spin waves, can potentially be used for energy-efficient data
processing. The approach can, in particular, leverage the concept of inverse design, which …

[HTML][HTML] Nonlinear chiral magnonic resonators: Toward magnonic neurons

KG Fripp, Y Au, AV Shytov, VV Kruglyak - Applied Physics Letters, 2023 - pubs.aip.org
We explore chiral magnonic resonators as building blocks of artificial neural networks. Via
micromagnetic simulations and analytical modeling, we demonstrate that the spin-wave …

Generation of spin-wave pulses by inverse design

S Casulleras, S Knauer, Q Wang, O Romero-Isart… - Physical Review …, 2023 - APS
The development of fast magnonic information-processing devices requires operating with
short spin-wave pulses, but, the shorter the pulses, the more affected they are by information …

Review on spin-wave RF applications

KO Levchenko, K Davídková, J Mikkelsen… - arxiv preprint arxiv …, 2024 - arxiv.org
This review explores the progress of spin-wave technology, emphasizing magnonics as a
potential solution to modern challenges in radio frequency (RF) communication systems. To …

Nanoscale magnonic networks

Q Wang, G Csaba, R Verba, AV Chumak, P Pirro - Physical Review Applied, 2024 - APS
With the rapid development of artificial intelligence in recent years, mankind is facing an
unprecedented demand for data processing. Today, almost all data processing is performed …

Magnetostatic modes and wave equation

KA Rivkin - Physical Review B, 2024 - APS
We propose a mathematical apparatus which converts magnetostatic (Walker) equations
into a wave equation by introducing a specific definition of the “magnetic refractive index.” Its …

The Effect of Ga-Ion Irradiation on Sub-Micron-Wavelength Spin Waves in Yttrium-Iron-Garnet Films

J Greil, M Kiechle, A Papp, P Neumann… - …, 2024 - iopscience.iop.org
We investigate the effect of focused-ion-beam (FIB) irradiation on spin waves with sub-
micron wavelengths in Yttrium-Iron-Garnet (YIG) films. Time-resolved scanning transmission …

Experimental realisation of a universal inverse-design magnonic device

A Chumak, N Zenbaa, C Abert, F Majcen, M Kerber… - 2024 - researchsquare.com
In the field of magnonics, which uses magnons, the quanta of spin waves, for energy-
efficient data processing, significant progress has been made leveraging the capabilities of …