Mohsen Esmaeilbeigi

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accelerating Physics-Informed Gaussian Processes: Enhancing convergence and efficiency in Bayesian partial differential equation learning. Eng. Appl. Artif. Intell. Masoud Ezati, Mohsen Esmaeilbeigi, Ahmad Kamandi
2026	J	`jnl`	Hybrid radial kernels for solving weakly singular Fredholm integral equations: Balancing accuracy and stability in meshless methods. J. Comput. Appl. Math. Davoud Moazami, Mohsen Esmaeilbeigi, Tahereh Akbari
2025	J	`jnl`	Enhanced stability and accuracy in solving nonlinear Fredholm integral equations using hybrid radial kernels and particle swarm optimization. Comput. Appl. Math. Davoud Moazami, Mohsen Esmaeilbeigi
2025	J	`jnl`	Hybrid Radial Kernels for Solving Weakly Singular Fredholm Integral Equations: Balancing Accuracy and Stability in Meshless Methods. CoRR Davoud Moazami, Mohsen Esmaeilbeigi, Tahereh Akbari
2025	J	`jnl`	Sparse Gaussian process regression via compactly supported kernels: A trade-off between accuracy and computational efficiency. Inf. Sci. Mohsen Esmaeilbeigi, Omid Chatrabgoun, Roberto Cavoretto, Alessandra De Rossi, Maryam Shafa
2024	J	`jnl`	A novel algorithm for classification using a low rank approximation of kernel-based support vector machines with applications. Commun. Stat. Simul. Comput. Omid Chatrabgoun, Mohsen Esmaeilbeigi, Alireza Daneshkhah, Ahmad Kamandi, N. Salimi
2024	J	`jnl`	A stable meshless numerical scheme using hybrid kernels to solve linear Fredholm integral equations of the second kind and its applications. Math. Comput. Simul. Tahereh Akbari, Mohsen Esmaeilbeigi, Davoud Moazami
2024	J	`jnl`	Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems. Comput. Appl. Math. G. Garmanjani, Mohsen Esmaeilbeigi, Roberto Cavoretto
2024	J	`jnl`	Analyzing the effects of various isotropic and anisotropic kernels on critical heat flux prediction using Gaussian process regression. Eng. Appl. Artif. Intell. Mandana Soleimani, Mohsen Esmaeilbeigi, Roberto Cavoretto, Alessandra De Rossi
2024	J	`jnl`	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. Mohsen Esmaeilbeigi, Meysam Cheraghi
2024	J	`jnl`	Novel approaches for hyper-parameter tuning of physics-informed Gaussian processes: application to parametric PDEs. Eng. Comput. Masoud Ezati, Mohsen Esmaeilbeigi, Ahmad Kamandi
2023	J	`jnl`	On the impact of prior distributions on efficiency of sparse Gaussian process regression. Eng. Comput. Mohsen Esmaeilbeigi, Omid Chatrabgoun, Alireza Daneshkhah, Maryam Shafa
2022	J	`jnl`	Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine. IEEE Access Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi, Nader Sohrabi Safa, Ali Hamdan Alenezi, Arafatur Rahman
2020	J	`jnl`	Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. CoRR Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi
2019	J	`jnl`	A novel hybrid trust region algorithm based on nonmonotone and LOOCV techniques. Comput. Optim. Appl. Mohsen Ahmadvand, Mohsen Esmaeilbeigi, Ahmad Kamandi, Farajollah Mohammadi Yaghoobi
2019	J	`jnl`	An efficient method based on RBFs for multilayer data interpolation with application in air pollution data analysis. Comput. Appl. Math. Mohsen Esmaeilbeigi, Omid Chatrabgoun
2019	J	`jnl`	An improved hybrid-ORBIT algorithm based on point sorting and MLE technique. Comput. Appl. Math. Mohsen Ahmadvand, Mohsen Esmaeilbeigi, Ahmad Kamandi, Farajollah Mohammadi Yaghoobi
2019	J	`jnl`	Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions. Commun. Stat. Simul. Comput. Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi
2019	J	`jnl`	The Role of Hilbert-Schmidt SVD basis in Hermite-Birkhoff interpolation in fractional sense. Comput. Appl. Math. Mohsen Esmaeilbeigi, Omid Chatrabgoun, Meysam Cheraghi
2018	J	`jnl`	A RBF partition of unity collocation method based on finite difference for initial-boundary value problems. Comput. Math. Appl. G. Garmanjani, Roberto Cavoretto, Mohsen Esmaeilbeigi
2018	J	`jnl`	Fractional Hermite interpolation using RBFs in high dimensions over irregular domains with application. J. Comput. Phys. Mohsen Esmaeilbeigi, Omid Chatrabgoun, Meysam Cheraghi
2018	J	`jnl`	Scattered data fitting of Hermite type by a weighted meshless method. Adv. Comput. Math. Mohsen Esmaeilbeigi, Omid Chatrabgoun, Maryam Shafa
2017	J	`jnl`	A meshfree method for solving multidimensional linear Fredholm integral equations on the hypercube domains. Appl. Math. Comput. Mohsen Esmaeilbeigi, Farshid Mirzaee, Davoud Moazami
2014	J	`jnl`	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. Mohsen Esmaeilbeigi, M. M. Hosseini