76 citations · 424 across the 28 of their papers we have counts for
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physics.data-an2024★ 2 cited
Information Flow Rate for Cross-Correlated Stochastic Processes
Dionissios T. Hristopulos
Causal inference seeks to identify cause-and-effect interactions in coupled systems. A recently proposed method by Liang detects causal relations by quantifying the direction and m…
physics.data-an2013★ 13 cited
Classification of missing values in spatial data using spin models
Milan Žukovič, Dionissios T. Hristopulos
A problem of current interest is the estimation of spatially distributed processes at locations where measurements are missing. Linear interpolation methods rely on the Gaussian as…
physics.data-an2005★ 8 cited
Spatial Random Field Models Inspired from Statistical Physics with Applications in the Geosciences
D. T. Hristopulos
The spatial structure of fluctuations in spatially inhomogeneous processes can be modeled in terms of Gibbs random fields. A local low energy estimator (LLEE) is proposed for the i…