magnum. np: a PyTorch based GPU enhanced finite difference micromagnetic simulation framework for high level development and inverse design
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 …
tensor library PyTorch. The use of such a high level library leads to a highly maintainable …
Perspective on nanoscaled magnonic networks
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 …
unprecedented demand for data processing. Today, almost all data processing is performed …
A universal inverse-design magnonic device
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 …
processing. The approach can, in particular, leverage the concept of inverse design, which …
[HTML][HTML] Nonlinear chiral magnonic resonators: Toward magnonic neurons
We explore chiral magnonic resonators as building blocks of artificial neural networks. Via
micromagnetic simulations and analytical modeling, we demonstrate that the spin-wave …
micromagnetic simulations and analytical modeling, we demonstrate that the spin-wave …
Generation of spin-wave pulses by inverse design
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 …
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 …
potential solution to modern challenges in radio frequency (RF) communication systems. To …
Nanoscale magnonic networks
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 …
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 …
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
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 …
micron wavelengths in Yttrium-Iron-Garnet (YIG) films. Time-resolved scanning transmission …
Experimental realisation of a universal inverse-design magnonic device
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 …
efficient data processing, significant progress has been made leveraging the capabilities of …