69 citations · 242 across the 14 of their papers we have counts for
3 papers · 1 filter
Profile approach for recognition of three-dimensional magnetic structures
I. A. Iakovlev, O. M. Sotnikov, V. V. Mazurenko
We propose an approach for low-dimensional visualisation and classification of complex topological magnetic structures formed in magnetic materials. Within the approach one convert…
Supervised learning magnetic skyrmion phases
I. A. Iakovlev, O. M. Sotnikov, V. V. Mazurenko
We propose and apply simple machine learning approaches for recognition and classification of complex non-collinear magnetic structures in two-dimensional materials. The first appr…
Bimeron nanoconfined design
I. A. Iakovlev, O. M. Sotnikov, V. V. Mazurenko
We report on the stabilization of the topological bimeron excitations in confined geometries. The Monte Carlo simulations for a ferromagnet with a strong Dzyaloshinskii-Moriya inte…