Mohsen Esmaeilbeigi

According to our database, Mohsen Esmaeilbeigi authored at least 18 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Novel approaches for hyper-parameter tuning of physics-informed Gaussian processes: application to parametric PDEs.

Masoud Ezati, Mohsen Esmaeilbeigi, Ahmad Kamandi

Eng. Comput., October, 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., April, 2024

Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems.

G. Garmanjani, Mohsen Esmaeilbeigi, Roberto Cavoretto

Comput. Appl. Math., February, 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

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

2023

On the impact of prior distributions on efficiency of sparse Gaussian process regression.

Mohsen Esmaeilbeigi, Omid Chatrabgoun, Alireza Daneshkhah, Maryam Shafa

Eng. Comput., August, 2023

2022

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

2020

Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process.

Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi

CoRR, 2020

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

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

The Role of Hilbert-Schmidt SVD basis in Hermite-Birkhoff interpolation in fractional sense.

Mohsen Esmaeilbeigi, Omid Chatrabgoun, Meysam Cheraghi

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

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

2018

Fractional Hermite interpolation using RBFs in high dimensions over irregular domains with application.

Mohsen Esmaeilbeigi, Omid Chatrabgoun, Meysam Cheraghi

J. Comput. Phys., 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

Scattered data fitting of Hermite type by a weighted meshless method.

Mohsen Esmaeilbeigi, Omid Chatrabgoun, Maryam Shafa

Adv. Comput. Math., 2018

2017

A meshfree method for solving multidimensional linear Fredholm integral equations on the hypercube domains.

Mohsen Esmaeilbeigi, Farshid Mirzaee, Davoud Moazami

Appl. Math. Comput., 2017

2014

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

Appl. Math. Comput., 2014