69 citations · 242 across the 14 of their papers we have counts for
4 papers · 1 filter
Benchmarking a boson sampler with Hamming nets
Ilia A. Iakovlev, Oleg M. Sotnikov, Ivan V. Dyakonov +4
Analyzing the properties of complex quantum systems is crucial for further development of quantum devices, yet this task is typically challenging and demanding with respect to requ…
Estimating Patterns of Classical and Quantum Skyrmion States
Vladimir V. Mazurenko, Ilia A. Iakovlev, Oleg M. Sotnikov +1
In this review we discuss the latest results concerning development of the machine learning algorithms for characterization of the magnetic skyrmions that are topologically-protect…
An effective spin model on the honeycomb lattice for the description of magnetic properties in two-dimensional FeGeTe
Georgy V. Pushkarev, Danis I. Badrtdinov, Ilia A. Iakovlev +2
FeGeTe attracts significant attention due to technological perspectives of realizing room temperature ferromagnetism in two-dimensional materials. Here we show that due to…
Quantifying spatio-temporal patterns in classical and quantum systems out of equilibrium
E. A. Maletskii, I. A. Iakovlev, V. V. Mazurenko
A rich variety of non-equilibrium dynamical phenomena and processes unambiguously calls for the development of general numerical techniques to probe and estimate a complex interpla…