Numerical Implementation of a Space-Transformation Approach for Solving the Three-Dimensional Flow Equation. - Dionissios T. Hristopulos; George Christakos; Marc L. Serre (SIAM J. Sci. Comput., 1998)

Stochastic Flowpath Analysis of Multiphase Flow in Random Porous Media. - Alexander Kolovos; Dionissios T. Hristopulos; George Christakos (SIAM J. Appl. Math., 2000)

Spartan Gibbs Random Field Models for Geostatistical Applications. - Dionissios T. Hristopulos (SIAM J. Sci. Comput., 2003)

Spartan gaussian random fields for geostatistical applications: Non-constrained simulations on square lattices and irregular grids. - Dionissios T. Hristopulos (J. Comput. Methods Sci. Eng., 2005)

Erratum: Spartan Gibbs Random Field Models for Geostatistical Applications. - Dionissios T. Hristopulos (SIAM J. Sci. Comput., 2005)

Analytic Properties and Covariance Functions for a New Class of Generalized Gibbs Random Fields. - Dionissios T. Hristopulos; Samuel Elogne (IEEE Trans. Inf. Theory, 2007)

Nonparametric Identification of Anisotropic (Elliptic) Correlations in Spatially Distributed Data Sets. - Arsenia Chorti; Dionissios T. Hristopulos (IEEE Trans. Signal Process., 2008)

The Method of Normalized Correlations: A Fast Parameter Estimation Method for Random Processes and Isotropic Random Fields That Focuses on Short-Range Dependence. - Milan Zukovic; Dionissios T. Hristopulos (Technometrics, 2009)

Computationally efficient spatial interpolators based on spartan spatial random fields. - Dionissios T. Hristopulos; Samuel Elogne (IEEE Trans. Signal Process., 2009)

Introduction to this special issue on geoinformatics for environmental surveillance. - Grégoire Dubois; Dan Cornford; Dionissios T. Hristopulos; Edzer J. Pebesma; Jürgen Pilz (Comput. Geosci., 2011)

INTAMAP: The design and implementation of an interoperable automated interpolation web service. - Edzer J. Pebesma; Dan Cornford; Grégoire Dubois; Gerard B. M. Heuvelink; Dionissios T. Hristopulos; Jürgen Pilz; Ulrich Stöhlker; Gary Morin; Jon O. Skøien (Comput. Geosci., 2011)

A multigrid method for the estimation of geometric anisotropy in environmental data from sensor networks. - I. Spiliopoulos; Dionissios T. Hristopulos; Manolis P. Petrakis; Arsenia Chorti (Comput. Geosci., 2011)

Stochastic Local Interaction (SLI) Model: Interfacing Machine Learning and Geostatistics. - Dionissios T. Hristopulos (CoRR, 2015)

Weakest-Link Scaling and Extreme Events in Finite-Sized Systems. - Dionissios T. Hristopulos; Manolis P. Petrakis; Giorgio Kaniadakis (Entropy, 2015)

Stochastic Local Interaction (SLI) model: Bridging machine learning and geostatistics. - Dionissios T. Hristopulos (Comput. Geosci., 2015)

Numerical simulation of a coupled nonlinear model for grain coarsening and coalescence. - Aliki D. Muradova; Dionissios T. Hristopulos (Simul. Model. Pract. Theory, 2016)

Nonlinear Kinetics on Lattices Based on the Kinetic Interaction Principle. - Giorgio Kaniadakis; Dionissios T. Hristopulos (Entropy, 2018)

Operational Soil Moisture from ASCAT in Support of Water Resources Management. - Khidir Abdalla Kwal Deng; Salim Lamine; Andrew Pavlides; George P. Petropoulos; Prashant K. Srivastava; Yansong Bao; Dionissios T. Hristopulos; Vasileios Anagnostopoulos (Remote. Sens., 2019)

Stochastic Local Interaction Model: Geostatistics without Kriging. - Dionissios T. Hristopulos; Andreas Pavlides; Vasiliki D. Agou; Panagiota Gkafa (CoRR, 2020)

Evaporative Fluxes and Surface Soil Moisture Retrievals in a Mediterranean Setting from Sentinel-3 and the "Simplified Triangle". - George P. Petropoulos; Ionut Cosmin Sandric; Dionissios T. Hristopulos; Toby N. Carlson (Remote. Sens., 2020)

Non-parametric Kernel-Based Estimation of Probability Distributions for Precipitation Modeling. - Andrew Pavlides; Vasiliki D. Agou; Dionissios T. Hristopulos (CoRR, 2021)

Ising Model for Interpolation of Spatial Data on Regular Grids. - Milan Zukovic; Dionissios T. Hristopulos (Entropy, 2021)

Spatial Modeling of Precipitation Based on Data-Driven Warping of Gaussian Processes. - Vasiliki D. Agou; Andrew Pavlides; Dionissios T. Hristopulos (Entropy, 2022)

Kaniadakis Functions beyond Statistical Mechanics: Weakest-Link Scaling, Power-Law Tails, and Modified Lognormal Distribution. - Dionissios T. Hristopulos; Anastassia Baxevani (Entropy, 2022)

A parsimonious, computationally efficient machine learning method for spatial regression. - Milan Zukovic; Dionissios T. Hristopulos (CoRR, 2023)

Information Flow Rate for Cross-Correlated Stochastic Processes. - Dionissios T. Hristopulos (IEEE Trans. Signal Process., 2024)

Non-Separable Covariance Kernels for Spatiotemporal Gaussian Processes Based on a Hybrid Spectral Method and the Harmonic Oscillator. - Dionissios T. Hristopulos (IEEE Trans. Inf. Theory, 2024)

Stochastic Processes with Modified Lognormal Distribution Featuring Flexible Upper Tail. - Dionissios T. Hristopulos; Anastassia Baxevani; Giorgio Kaniadakis (CoRR, 2025)