DIAZ VIERA, MARTIN ALBERTO

Publicaciones ORCID

2026

Bridging fracture modeling and 3D printing for permeability evaluation in synthetic rock cores Geoenergy Science and Engineering

A novel methodology for geological modeling using a multilayer perceptron with supervised learning based on an implicit approach Revista Mexicana de Ciencias Geológicas

Galerkin physics-informed neural network approach for inverse problems. Application to estimation of tracer dispersion in porous media Computational Geosciences

Joint geostatistical seismic inversion of elastic and petrophysical properties using stochastic co-simulation models based on parametric copulas Petroleum Science

A copula-based variational autoencoder for uncertainty quantification in inverse problems: Application to damage identification in an offshore wind turbine e-Journal of Nondestructive Testing

2025

A mathematical model of NMR transverse relaxation for pore size distribution estimation in porous media Journal of Magnetic Resonance

Numerical modeling of effective elastic properties for heterogeneous porous media. Application to a case study of a carbonate reservoir rock sample International Journal of Engineering Science

Comparison of Trivariate Copula-Based Conditional Quantile Regression Versus Machine Learning Methods for Estimating Copper Recovery Mathematics

2024

Parallel computing for efficient calculation of multidimensional Bernstein copulas in modeling nonlinear dependence between random variables ECORFAN Journal Republic of Cameroon

Fast procedure to compute empirical and Bernstein copulas Applied Mathematics and Computation