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Dionissios T. Hristopulos
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2020 – today
- 2024
- [j23]Dionissios T. Hristopulos
:
Non-Separable Covariance Kernels for Spatiotemporal Gaussian Processes Based on a Hybrid Spectral Method and the Harmonic Oscillator. IEEE Trans. Inf. Theory 70(2): 1268-1283 (2024) - [j22]Dionissios T. Hristopulos
Information Flow Rate for Cross-Correlated Stochastic Processes. IEEE Trans. Signal Process. 72: 839-854 (2024) - [i7]Dionissios T. Hristopulos:
Information Flow Rate for Cross-Correlated Stochastic Processes. CoRR abs/2401.04950 (2024) - 2023
- [i6]Dionissios T. Hristopulos:
Non-separable Covariance Kernels for Spatiotemporal Gaussian Processes based on a Hybrid Spectral Method and the Harmonic Oscillator. CoRR abs/2302.09580 (2023) - [i5]Milan Zukovic, Dionissios T. Hristopulos:
A parsimonious, computationally efficient machine learning method for spatial regression. CoRR abs/2309.16448 (2023) - 2022
- [j21]Vasiliki D. Agou, Andrew Pavlides, Dionissios T. Hristopulos
Spatial Modeling of Precipitation Based on Data-Driven Warping of Gaussian Processes. Entropy 24(3): 321 (2022) - [j20]Dionissios T. Hristopulos
Kaniadakis Functions beyond Statistical Mechanics: Weakest-Link Scaling, Power-Law Tails, and Modified Lognormal Distribution. Entropy 24(10): 1362 (2022) - 2021
- [j19]Milan Zukovic
Ising Model for Interpolation of Spatial Data on Regular Grids. Entropy 23(10): 1270 (2021) - [i4]Andrew Pavlides, Vasiliki D. Agou, Dionissios T. Hristopulos:
Non-parametric Kernel-Based Estimation of Probability Distributions for Precipitation Modeling. CoRR abs/2109.09961 (2021) - 2020
- [j18]George P. Petropoulos
Evaporative Fluxes and Surface Soil Moisture Retrievals in a Mediterranean Setting from Sentinel-3 and the "Simplified Triangle". Remote. Sens. 12(19): 3192 (2020) - [i3]Dionissios T. Hristopulos, Andreas Pavlides, Vasiliki D. Agou, Panagiota Gkafa:
Stochastic Local Interaction Model: Geostatistics without Kriging. CoRR abs/2001.02246 (2020)
2010 – 2019
- 2019
- [j17]Khidir Abdalla Kwal Deng, Salim Lamine
Operational Soil Moisture from ASCAT in Support of Water Resources Management. Remote. Sens. 11(5): 579 (2019) - 2018
- [j16]Giorgio Kaniadakis
Nonlinear Kinetics on Lattices Based on the Kinetic Interaction Principle. Entropy 20(6): 426 (2018) - 2016
- [j15]Aliki D. Muradova
Numerical simulation of a coupled nonlinear model for grain coarsening and coalescence. Simul. Model. Pract. Theory 62: 102-116 (2016) - 2015
- [j14]Dionissios T. Hristopulos
Weakest-Link Scaling and Extreme Events in Finite-Sized Systems. Entropy 17(3): 1103-1122 (2015) - [j13]Dionissios T. Hristopulos
Stochastic Local Interaction (SLI) model: Bridging machine learning and geostatistics. Comput. Geosci. 85: 26-37 (2015) - [i2]Dionissios T. Hristopulos:
Stochastic Local Interaction (SLI) Model: Interfacing Machine Learning and Geostatistics. CoRR abs/1501.04053 (2015) - 2011
- [j12]Grégoire Dubois
Introduction to this special issue on geoinformatics for environmental surveillance. Comput. Geosci. 37(3): 277-279 (2011) - [j11]I. Spiliopoulos
A multigrid method for the estimation of geometric anisotropy in environmental data from sensor networks. Comput. Geosci. 37(3): 320-330 (2011) - [j10]Edzer J. Pebesma
INTAMAP: The design and implementation of an interoperable automated interpolation web service. Comput. Geosci. 37(3): 343-352 (2011)
2000 – 2009
- 2009
- [j9]Milan Zukovic
The Method of Normalized Correlations: A Fast Parameter Estimation Method for Random Processes and Isotropic Random Fields That Focuses on Short-Range Dependence. Technometrics 51(2): 173-185 (2009) - [j8]Dionissios T. Hristopulos
Computationally efficient spatial interpolators based on spartan spatial random fields. IEEE Trans. Signal Process. 57(9): 3475-3487 (2009) - 2008
- [j7]Arsenia Chorti
Nonparametric Identification of Anisotropic (Elliptic) Correlations in Spatially Distributed Data Sets. IEEE Trans. Signal Process. 56(10-1): 4738-4751 (2008) - 2007
- [j6]Dionissios T. Hristopulos
Analytic Properties and Covariance Functions for a New Class of Generalized Gibbs Random Fields. IEEE Trans. Inf. Theory 53(12): 4667-4679 (2007) - 2006
- [i1]Dionissios T. Hristopulos, Samuel Elogne:
Analytic Properties and Covariance Functions of a New Class of Generalized Gibbs Random Fields. CoRR abs/cs/0605073 (2006) - 2005
- [j5]Dionissios T. Hristopulos:
Spartan gaussian random fields for geostatistical applications: Non-constrained simulations on square lattices and irregular grids. J. Comput. Methods Sci. Eng. 5(2): 149-164 (2005) - [j4]Dionissios T. Hristopulos
Erratum: Spartan Gibbs Random Field Models for Geostatistical Applications. SIAM J. Sci. Comput. 26(6): 2176 (2005) - 2003
- [j3]Dionissios T. Hristopulos
Spartan Gibbs Random Field Models for Geostatistical Applications. SIAM J. Sci. Comput. 24(6): 2125-2162 (2003) - 2000
- [j2]Alexander Kolovos, Dionissios T. Hristopulos, George Christakos:
Stochastic Flowpath Analysis of Multiphase Flow in Random Porous Media. SIAM J. Appl. Math. 60(5): 1520-1542 (2000)
1990 – 1999
- 1998
- [j1]Dionissios T. Hristopulos, George Christakos, Marc L. Serre:
Numerical Implementation of a Space-Transformation Approach for Solving the Three-Dimensional Flow Equation. SIAM J. Sci. Comput. 20(2): 619-647 (1998)
Coauthor Index
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