175 citations · 1k across the 41 of their papers we have counts for
5 papers · 1 filter
Self-organizing maps as a method for detecting phase transitions and phase identification
Albert A. Shirinyan, Valerii K. Kozin, Johan Hellsvik +3
Originating from image recognition, methods of machine learning allow for effective feature extraction and dimensionality reduction in multidimensional datasets, thereby providing…
An ab initio perspective on scanning tunneling microscopy measurements of the tunable Kondo resonance of the TbPc molecule on a gold substrate
Ivan I. Vrubel, Anastasiia A. Pervishko, Heike Herper +3
With recent advances in the areas of nanostructure fabrication and molecular spintronics the idea of using single molecule magnets as building blocks for the next generation electr…
Another view on Gilbert damping in two-dimensional ferromagnets
Anastasiia A. Pervishko, Mikhail I. Baglai, Olle Eriksson +1
A keen interest towards technological implications of spin-orbit driven magnetization dynamics requests a proper theoretical description, especially in the context of a microscopic…
Resonant spin wave excitation in magnetoplasmonic bilayers by short laser pulses
Stanislav Kolodny, Dmitry Yudin, Ivan Iorsh
In magnetically ordered solids a static magnetic field can be generated by virtue of the transverse magneto-optical Kerr effect (TMOKE). Moreover, the latter was shown to be dramat…
Resonant electron tunneling spectroscopy of antibonding states in a Dirac semimetal
Y. Marques, D. Yudin, I. A. Shelykh +1
Recently, it was shown both theoretically and experimentally that certain three-dimensional (3D) materials have Dirac points in the Brillouin zone, thus being 3D analogs of graphen…