Mohsen Esmaeilbeigi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Hilbert Schmidt

Finite Difference

Top Venues

Comput. Appl. Math.

Appl. Math. Comput.

Math. Comput. Simul.

Publications

Mohsen Esmaeilbeigi, Meysam Cheraghi
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. Eng. Comput. 40 (2) (2024)
Mandana Soleimani, Mohsen Esmaeilbeigi, Roberto Cavoretto, Alessandra De Rossi
Analyzing the effects of various isotropic and anisotropic kernels on critical heat flux prediction using Gaussian process regression. Eng. Appl. Artif. Intell. 133 (2024)
G. Garmanjani, Mohsen Esmaeilbeigi, Roberto Cavoretto
Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems. Comput. Appl. Math. 43 (1) (2024)
Tahereh Akbari, Mohsen Esmaeilbeigi, Davoud Moazami
A stable meshless numerical scheme using hybrid kernels to solve linear Fredholm integral equations of the second kind and its applications. Math. Comput. Simul. 220 (2024)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, Alireza Daneshkhah, Maryam Shafa
On the impact of prior distributions on efficiency of sparse Gaussian process regression. Eng. Comput. 39 (4) (2023)
Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi, Nader Sohrabi Safa, Ali Hamdan Alenezi, Arafatur Rahman
Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine. IEEE Access 10 (2022)
Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi
Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. CoRR (2020)
Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi
Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions. Commun. Stat. Simul. Comput. 48 (2) (2019)
Mohsen Esmaeilbeigi, Omid Chatrabgoun
An efficient method based on RBFs for multilayer data interpolation with application in air pollution data analysis. Comput. Appl. Math. 38 (4) (2019)
Mohsen Ahmadvand, Mohsen Esmaeilbeigi, Ahmad Kamandi, Farajollah Mohammadi Yaghoobi
An improved hybrid-ORBIT algorithm based on point sorting and MLE technique. Comput. Appl. Math. 38 (4) (2019)
Mohsen Ahmadvand, Mohsen Esmaeilbeigi, Ahmad Kamandi, Farajollah Mohammadi Yaghoobi
A novel hybrid trust region algorithm based on nonmonotone and LOOCV techniques. Comput. Optim. Appl. 72 (2) (2019)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, M. Cheraghi
The Role of Hilbert-Schmidt SVD basis in Hermite-Birkhoff interpolation in fractional sense. Comput. Appl. Math. 38 (2) (2019)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, M. Cheraghi
Fractional Hermite interpolation using RBFs in high dimensions over irregular domains with application. J. Comput. Phys. 375 (2018)
G. Garmanjani, Roberto Cavoretto, Mohsen Esmaeilbeigi
A RBF partition of unity collocation method based on finite difference for initial-boundary value problems. Comput. Math. Appl. 75 (11) (2018)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, M. Shafa
Scattered data fitting of Hermite type by a weighted meshless method. Adv. Comput. Math. 44 (3) (2018)
Mohsen Esmaeilbeigi, Farshid Mirzaee, Davoud Moazami
A meshfree method for solving multidimensional linear Fredholm integral equations on the hypercube domains. Appl. Math. Comput. 298 (2017)
Mohsen Esmaeilbeigi, M. M. Hosseini
A new approach based on the genetic algorithm for finding a good shape parameter in solving partial differential equations by Kansa's method. Appl. Math. Comput. 249 (2014)