2 papers
nlin.PS2026
Localization region detection with directionality estimation in a two-dimensional hexagonal crystal lattice model
Filips Kozirevs, Jānis Bajārs
This work is devoted to data-driven identification of discrete breathers in numerical simulations of a two-dimensional crystal lattice using locally sampled wave data. Different la…
cond-mat.mtrl-sci2021
Data-driven intrinsic localized mode detection and classification in one-dimensional crystal lattice model
Jānis Bajārs, Filips Kozirevs
In this work we propose Support Vector Machine classification algorithms to classify onedimensional crystal lattice waves from locally sampled data. Different learning datasets of…