76 citations · 424 across the 28 of their papers we have counts for
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physics.comp-ph2019★ 1 cited
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)…
math.ST2019★ 20 cited
Stochastic Local Interaction Model with Sparse Precision Matrix for Space-Time Interpolation
Dionissios T. Hristopulos, Vasiliki D. Agou
The application of geostatistical and machine learning methods based on Gaussian processes to big space-time data is beset by the requirement for storing and numerically inverting…