17 citations · 64 across the 14 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
stat.ML2023★ 1 cited
A parsimonious, computationally efficient machine learning method for spatial regression
Milan Žukovič, Dionissios T. Hristopulos
We introduce the modified planar rotator method (MPRS), a physically inspired machine learning method for spatial/temporal regression. MPRS is a non-parametric model which incorpor…
cond-mat.str-el2023
Towards skyrmion crystal stabilization in the antiferromagnetic triangular lattice at ambient conditions
Mariia Mohylna, Vitalii Tkachenko, Milan Žukovič
We explore possibilities of stabilizing a skyrmion (SkX) phase in the frustrated antiferromagnetic (AF) Heisenberg model with DMI on a triangular lattice at ambient conditions. We…