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physics.comp-ph2019
Efficient and Scalable Approach to Equilibrium Conditional Simulation of Gibbs Markov Random Fields
Milan Žukovič, Dionissios T. Hristopulos
We study the performance of an automated hybrid Monte Carlo (HMC) approach for conditional simulation of a recently proposed, single-parameter Gibbs Markov random field (Gibbs MRF)…
physics.comp-ph2018
GPU-accelerated Simulation of Massive Spatial Data based on the Modified Planar Rotator Model
Milan Žukovič, Michal Borovský, Matúš Lach +1
A novel Gibbs Markov random field for spatial data on Cartesian grids based on the modified planar rotator (MPR) model of statistical physics has been recently introduced for effic…