Mohsen Esmaeilbeigi

Education

PhD. in Applied Mathematics , Yazd Univresity , IRAN (2008 - 2012)
Thesis title:
MSc. in Applied Mathematics , K. N. TOOSI UNIVERSITY OF TECHNOLOGY , IRAN (2002 - 2005)
Thesis title:

Courses

Bachelor Of Science

Partial Differential Equations

Numerical linear algebra

Introduction to numerical analysis

Master Of Science

Numerical methods in linear algebra

Numerical methods for PDEs

Advanced Numerical Analysis

PHD

Kernel based approximation

Radial basis functions with applications

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Research activities

Journal Papers

Analyzing the effects of various isotropic and anisotropic kernels on critical heat flux prediction using Gaussian process regression A B, Mohsen Esmaeilbeigi (2024)

Novel approaches for hyper‑parameter tuning of physics‑informed Gaussian processes: application to parametric PDEs Mohsen Esmaeilbeigi (2024)

A stable meshless numerical scheme using hybrid kernels to solve linear Fredholm integral equations of the second kind and its applications Mohsen Esmaeilbeigi (2024)

Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems Mohsen Esmaeilbeigi (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 (2023)

پیش بینی برهم کنش های پروتئین-پروتئین مبتنی بر توالی اولیه با استفاده از نمایش سری مرکر ماشین بردار پشتیبانی غیرخطی Omid Chatrabgoun, Mohsen Esmaeilbeigi (2022)

تاثیر توزیع های پیشین بر کارایی رگرسیون فرایند گاوسی تنک Mohsen Esmaeilbeigi, Omid Chatrabgoun (2022)

محاسبات احتمال پایدار برای یادگیری ماشینی عملگرهای دیفرانسیل خطی با فرآیندهای گاوسی Omid Chatrabgoun, Mohsen Esmaeilbeigi (2022)

Copula-based probabilistic assessment of intensity and duration of cold episodes: A case study of Malayer vineyard region Omid Chatrabgoun, Rouhollah Karimi, Hamid Nouri, Mohsen Esmaeilbeigi (2020)

Performance Evaluation of ORBIT Algorithm to Some Effective Parameters Mohsen Esmaeilbeigi (2020)

A low cost and highly accurate technique for big data spatial-temporal interpolation Mohsen Esmaeilbeigi, Omid Chatrabgoun (2020)

An improved hybrid-ORBIT algorithm based on point sorting and MLE technique Mohsen Esmaeilbeigi (2019)

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

Numerical solution of time-dependent stochastic partial differential equations using RBF partition of unity collocation method based on finite difference Mohsen Esmaeilbeigi, Omid Chatrabgoun (2019)

Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions Omid Chatrabgoun, Mohsen Esmaeilbeigi (2019)

The Role of Hilbert–Schmidt SVD basis in Hermite–Birkhoff interpolation in fractional sense Mohsen Esmaeilbeigi, Omid Chatrabgoun (2019)

A novel hybrid trust region algorithm based on nonmonotone and LOOCV techniques Mohsen Esmaeilbeigi (2019)

Fractional Hermite interpolation using RBFs in high dimensions over irregular domains with application Mohsen Esmaeilbeigi, Omid Chatrabgoun (2018)

Scattered data fitting of Hermite type by a weighted meshless method Mohsen Esmaeilbeigi, Omid Chatrabgoun (2018)

A RBF partition of unity collocation method based on finite difference for initial–boundary value problems Mohsen Esmaeilbeigi (2018)

Approximate solution of the fuzzy fractional Bagley-Torvik equation by the RBF collocation method Mohsen Esmaeilbeigi (2018)

Radial basis functions method for solving three-dimensional linear Fredholm integral equations on the cubic domains Mohsen Esmaeilbeigi, Farshid Mirzaee (2017)

A meshfree method for solving multidimensional linear Fredholm integral equations on the hypercube domains Mohsen Esmaeilbeigi, Farshid Mirzaee (2017)

GAUSSIAN RADIAL BASIS FUNCTION INTERPOLANT FOR THE DIFFERENT DATA SITES AND BASIS CENTERS Mohsen Esmaeilbeigi (2017)

A shift-adaptive meshfree method for solving a class of initial-boundary value problems with moving boundaries in one-dimensional domain Mohsen Esmaeilbeigi (2016)

Optimal variable shape parameters using genetic algorithm for radial basis function approximation Mohsen Esmaeilbeigi (2015)

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 (2014)

A dynamic meshless method for the least squares problem with some noisy subdomains Mohsen Esmaeilbeigi (2013)

Dynamic node adaptive strategy for nearly singular problems on large domains Mohsen Esmaeilbeigi (2012)

Conference Papers

An adaptive RBF-PUM algorithm for meshfree interpolation Mohsen Esmaeilbeigi (2022)

Some Improvements on Minimum Information Bivariate Copula to Analyze Liability Claims: the Indemnity Payment and the Allocated Loss Adjustment Expense Omid Chatrabgoun, Mohsen Esmaeilbeigi (2017)

Estimating Copula Density Using Minimum Information Method based on the First and Second Kind of Chebyshev Polynomials: Comparison Study Omid Chatrabgoun, Mohsen Esmaeilbeigi (2015)

Books

Some Computational Considerations for Kernel-Based Support Vector Machine Mohsen Esmaeilbeigi, Omid Chatrabgoun (2019)

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Research interests

Machine learning
Kernel based approximation
Radial Basis Functions

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AcademicLevel: Master

Field: Applied Mathematics

Thesis:
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Name: Salary Nasab Mehdi

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Field: Applied Mathematics

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Name: Mousivand Maryam

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Field: Applied Mathematics

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Name: Afiatdoust Farzaneh

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Field: Applied Mathematics

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Name: Ahmadvand Mohammad

AcademicLevel: PHD

Field: Applied Mathematics

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Name: Cheraghi Meisam

AcademicLevel: PHD

Field: Applied Mathematics

Thesis:
Name: Garmanjani Gholamreza

AcademicLevel: PHD

Field: Applied Mathematics

Thesis:

Cultural and Social Management in Malayer University (1394 - 1397)
Vice Chancellor for Department of Mathematics (1391 - 1394)

Mohsen Esmaeilbeigi

Education

Courses

Research activities

Research interests

Students

Executive activities