A new approach based on the genetic algorithm for finding a good shape parameter in solving partial differential equations by Kansa's method. - Mohsen Esmaeilbeigi; M. M. Hosseini 001 (Appl. Math. Comput., 2014)

A meshfree method for solving multidimensional linear Fredholm integral equations on the hypercube domains. - Mohsen Esmaeilbeigi; Farshid Mirzaee; Davoud Moazami (Appl. Math. Comput., 2017)

Scattered data fitting of Hermite type by a weighted meshless method. - Mohsen Esmaeilbeigi; Omid Chatrabgoun; Maryam Shafa (Adv. Comput. Math., 2018)

A RBF partition of unity collocation method based on finite difference for initial-boundary value problems. - G. Garmanjani; Roberto Cavoretto; Mohsen Esmaeilbeigi (Comput. Math. Appl., 2018)

Fractional Hermite interpolation using RBFs in high dimensions over irregular domains with application. - Mohsen Esmaeilbeigi; Omid Chatrabgoun; Meysam Cheraghi (J. Comput. Phys., 2018)

An improved hybrid-ORBIT algorithm based on point sorting and MLE technique. - Mohsen Ahmadvand; Mohsen Esmaeilbeigi; Ahmad Kamandi; Farajollah Mohammadi Yaghoobi (Comput. Appl. Math., 2019)

An efficient method based on RBFs for multilayer data interpolation with application in air pollution data analysis. - Mohsen Esmaeilbeigi; Omid Chatrabgoun (Comput. Appl. Math., 2019)

The Role of Hilbert-Schmidt SVD basis in Hermite-Birkhoff interpolation in fractional sense. - Mohsen Esmaeilbeigi; Omid Chatrabgoun; Meysam Cheraghi (Comput. Appl. Math., 2019)

A novel hybrid trust region algorithm based on nonmonotone and LOOCV techniques. - Mohsen Ahmadvand; Mohsen Esmaeilbeigi; Ahmad Kamandi; Farajollah Mohammadi Yaghoobi (Comput. Optim. Appl., 2019)

Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions. - Omid Chatrabgoun; Alireza Daneshkhah; Mohsen Esmaeilbeigi (Commun. Stat. Simul. Comput., 2019)

Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. - Alireza Daneshkhah; Omid Chatrabgoun; Mohsen Esmaeilbeigi; Tabassom Sedighi; S. Abolfathi (CoRR, 2020)

Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine. - Omid Chatrabgoun; Alireza Daneshkhah; Mohsen Esmaeilbeigi; Nader Sohrabi Safa; Ali Hamdan Alenezi; Arafatur Rahman (IEEE Access, 2022)

On the impact of prior distributions on efficiency of sparse Gaussian process regression. - Mohsen Esmaeilbeigi; Omid Chatrabgoun; Alireza Daneshkhah; Maryam Shafa (Eng. Comput., 2023)

Analyzing the effects of various isotropic and anisotropic kernels on critical heat flux prediction using Gaussian process regression. - Mandana Soleimani; Mohsen Esmaeilbeigi; Roberto Cavoretto; Alessandra De Rossi (Eng. Appl. Artif. Intell., 2024)

A stable meshless numerical scheme using hybrid kernels to solve linear Fredholm integral equations of the second kind and its applications. - Tahereh Akbari; Mohsen Esmaeilbeigi; Davoud Moazami (Math. Comput. Simul., 2024)

Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems. - G. Garmanjani; Mohsen Esmaeilbeigi; Roberto Cavoretto (Comput. Appl. Math., 2024)

Hybrid kernel approach to improving the numerical stability of machine learning for parametric equations with Gaussian processes in the noisy and noise-free data assumptions. - Mohsen Esmaeilbeigi; Meysam Cheraghi (Eng. Comput., 2024)

Novel approaches for hyper-parameter tuning of physics-informed Gaussian processes: application to parametric PDEs. - Masoud Ezati; Mohsen Esmaeilbeigi; Ahmad Kamandi (Eng. Comput., 2024)

A novel algorithm for classification using a low rank approximation of kernel-based support vector machines with applications. - Omid Chatrabgoun; Mohsen Esmaeilbeigi; Alireza Daneshkhah; Ahmad Kamandi; N. Salimi (Commun. Stat. Simul. Comput., 2024)

Sparse Gaussian process regression via compactly supported kernels: A trade-off between accuracy and computational efficiency. - Mohsen Esmaeilbeigi; Omid Chatrabgoun; Roberto Cavoretto; Alessandra De Rossi; Maryam Shafa (Inf. Sci., 2025)

Enhanced stability and accuracy in solving nonlinear Fredholm integral equations using hybrid radial kernels and particle swarm optimization. - Davoud Moazami; Mohsen Esmaeilbeigi (Comput. Appl. Math., 2025)

Hybrid radial kernels for solving weakly singular Fredholm integral equations: Balancing accuracy and stability in meshless methods. - Davoud Moazami; Mohsen Esmaeilbeigi; Tahereh Akbari (J. Comput. Appl. Math., 2026)