Kourosh Parand

58 papers Journal 58

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A double deep Q network-powered approach to discovering symbolic solutions for nonlinear integral equations. Eng. Appl. Artif. Intell. Mahdi Movahedian Moghaddam, Hassan Dana Mazraeh, Kourosh Parand
2026	J	`jnl`	A new Chebyshev operational matrix formulation of least-squares support vector regression for solving fractional integro-differential equations. J. Comput. Appl. Math. Alireza Afzal Aghaei, Armin Ghasem Nejad, Sohrabali Yousefi, Kourosh Parand
2026	J	`jnl`	GELS-SVR: a combination of grammatical evolution and least squares support vector regression for symbolic solution to Falkner-Skan equation. Genet. Program. Evolvable Mach. Hassan Dana Mazraeh, Kourosh Parand
2026	J	`jnl`	Physics-informed Lane-Emden solvers using Lynx-Net: Implementing radial basis functions in Kolmogorov representation. Astron. Comput. Elmira Mirzabeigi, Maryam Babaei, Amir Hossein Karami, Sepehr Rezaee, Rezvan Salehi, Kourosh Parand
2026	J	`jnl`	Symbolic solution of fractional Volterra population models via physics-informed neural networks and distributed particle swarm optimization. Appl. Soft Comput. Mahdi Movahedian Moghaddam, Hassan Dana Mazraeh, Kourosh Parand
2026	J	`jnl`	rKAN: Rational Kolmogorov-Arnold networks. Neural Networks Alireza Afzal Aghaei, Mehdi Hosseinzadeh, Kourosh Parand
2025	J	`jnl`	A new kernel-based approach for solving general fractional (integro)-differential-algebraic equations. Eng. Comput. Tayebeh Taheri, Alireza Afzal Aghaei, Kourosh Parand
2025	J	`jnl`	A three-stage framework combining neural networks and Monte Carlo tree search for approximating analytical solutions to the Thomas-Fermi equation. J. Comput. Sci. Hassan Dana Mazraeh, Kourosh Parand
2025	J	`jnl`	Advanced Physics-Informed Neural Network with Residuals for Solving Complex Integral Equations. CoRR Mahdi Movahedian Moghaddam, Kourosh Parand, Saeed Reza Kheradpisheh
2025	J	`jnl`	An innovative combination of deep Q-networks and context-free grammars for symbolic solutions to differential equations. Eng. Appl. Artif. Intell. Hassan Dana Mazraeh, Kourosh Parand
2025	J	`jnl`	Approximate symbolic solutions to differential equations using a novel combination of Monte Carlo tree search and physics-informed neural networks approach. Eng. Comput. Hassan Dana Mazraeh, Kourosh Parand
2025	J	`jnl`	BridgeNet: A Hybrid, Physics-Informed Machine Learning Framework for Solving High-Dimensional Fokker-Planck Equations. CoRR Elmira Mirzabeigi, Rezvan Salehi, Kourosh Parand
2025	J	`jnl`	LyAm: Robust Non-Convex Optimization for Stable Learning in Noisy Environments. CoRR Elmira Mirzabeigi, Sepehr Rezaee, Kourosh Parand
2024	J	`jnl`	A machine learning framework for efficiently solving Fokker-Planck equations. Comput. Appl. Math. Ali Nosrati Firoozsalari, Alireza Afzal Aghaei, Kourosh Parand
2024	J	`jnl`	A new method based on least-squares support vector regression for solving optimal control problems. Kybernetika Mitra Bolhassani, Hassan Dana Mazraeh, Kourosh Parand
2024	J	`jnl`	Accelerating Fractional PINNs using Operational Matrices of Derivative. CoRR Tayebeh Taheri, Alireza Afzal Aghaei, Kourosh Parand
2024	J	`jnl`	An Orthogonal Polynomial Kernel-Based Machine Learning Model for Differential-Algebraic Equations. CoRR Tayebeh Taheri, Alireza Afzal Aghaei, Kourosh Parand
2024	J	`jnl`	Bridging machine learning and weighted residual methods for delay differential equations of fractional order. Appl. Soft Comput. Tayebeh Taheri, Alireza Afzal Aghaei, Kourosh Parand
2024	J	`jnl`	GEPINN: An innovative hybrid method for a symbolic solution to the Lane-Emden type equation based on grammatical evolution and physics-informed neural networks. Astron. Comput. Hassan Dana Mazraeh, Kourosh Parand
2024	J	`jnl`	Hermite Neural Network Simulation for Solving the 2D Schrodinger Equation. CoRR Kourosh Parand, Aida Pakniyat
2024	J	`jnl`	PINNIES: An Efficient Physics-Informed Neural Network Framework to Integral Operator Problems. CoRR Alireza Afzal Aghaei, Mahdi Movahedian Moghaddam, Kourosh Parand
2024	J	`jnl`	Solving a class of Thomas-Fermi equations: A new solution concept based on physics-informed machine learning. Math. Comput. Simul. Maryam Babaei, Alireza Afzal Aghaei, Zahra Kazemi, Mahdieh Jamshidi, Reza Ghaderi, Kourosh Parand
2024	J	`jnl`	Solving the decision-making differential equations from eye fixation data in Unity software by using Hermite Long-Short-Term Memory neural network. CoRR Kourosh Parand, Saeed Setayeshi, Mir Mohsen Pedram, Ali Yoonesi, Aida Pakniyat
2024	J	`jnl`	Using Singular Value Decomposition in a Convolutional Neural Network to Improve Brain Tumor Segmentation Accuracy. CoRR Pegah Ahadian, Maryam Babaei, Kourosh Parand
2023	J	`jnl`	A Novel Learning Approach for Different Profile Shapes of Convecting-Radiating Fins Based on Shifted Gegenbauer LSSVM. New Math. Nat. Comput. Elyas Shivanian, Zeinab Hajimohammadi, Fatemeh Baharifard, Kourosh Parand, Ramin Kazemi
2023	J	`jnl`	Hyperparameter optimization of orthogonal functions in the numerical solution of differential equations. CoRR Alireza Afzal Aghaei, Kourosh Parand
2023	J	`jnl`	Solving Falkner-Skan type equations via Legendre and Chebyshev Neural Blocks. CoRR Alireza Afzal Aghaei, Kourosh Parand, Ali Nikkhah, Shakila Jaberi
2023	J	`jnl`	deepFDEnet: A Novel Neural Network Architecture for Solving Fractional Differential Equations. CoRR Ali Nosrati Firoozsalari, Hassan Dana Mazraeh, Alireza Afzal Aghaei, Kourosh Parand
2022	J	`jnl`	A least squares support vector regression for anisotropic diffusion filtering. CoRR Arsham Gholamzadeh Khoee, Kimia Mohammadi Mohammadi, Mostafa Jani, Kourosh Parand
2022	J	`jnl`	Anti-aliasing of gray-scale/color/outline images: Looking through the lens of numerical approaches for PDE-based models. Comput. Math. Appl. Yasaman Lotfi, Kourosh Parand
2022	J	`jnl`	Efficient image denoising technique using the meshless method: Investigation of operator splitting RBF collocation method for two anisotropic diffusion-based PDEs. Comput. Math. Appl. Yasaman Lotfi, Kourosh Parand
2022	J	`jnl`	JDNN: Jacobi Deep Neural Network for Solving Telegraph Equation. CoRR Maryam Babaei, Kimia Mohammadi Mohammadi, Zeinab Hajimohammadi, Kourosh Parand
2022	J	`jnl`	NPDS toolbox: Neural population (De) synchronization toolbox for MATLAB. Neurocomputing Mohammad M. Moayeri, Mohammad Hemami, Jamal Amani Rad, Kourosh Parand
2021	J	`jnl`	A new computational method based on fractional Lagrange functions to solve multi-term fractional differential equations. Numer. Algorithms Mehdi Delkhosh, Kourosh Parand
2021	J	`jnl`	Legendre Deep Neural Network (LDNN) and its application for approximation of nonlinear Volterra Fredholm Hammerstein integral equations. CoRR Zeinab Hajimohammadi, Kourosh Parand, Ali Ghodsi
2021	J	`jnl`	Numerical study of temperature distribution in an inverse moving boundary problem using a meshless method. Eng. Comput. Yasaman Lotfi, Kourosh Parand, Kamal Rashedi, Jamal Amani Rad
2021	J	`jnl`	Phase distribution control of neural oscillator populations using local radial basis function meshfree technique with application in epileptic seizures: A numerical simulation approach. Commun. Nonlinear Sci. Numer. Simul. Mohammad Hemami, Jamal Amani Rad, Kourosh Parand
2020	J	`jnl`	Solving two-dimensional integral equations of the second kind on non-rectangular domains with error estimate. Eng. Comput. Kourosh Parand, Hafez Yari, Mehdi Delkhosh
2020	J	`jnl`	Symbolically Solving Partial Differential Equations using Deep Learning. CoRR Maysum Panju, Kourosh Parand, Ali Ghodsi
2020	J	`jnl`	The use of space-splitting RBF-FD technique to simulate the controlled synchronization of neural networks arising from brain activity modeling in epileptic seizures. J. Comput. Sci. Mohammad Hemami, Jamal Amani Rad, Kourosh Parand
2019	J	`jnl`	A comparison between pre-Newton and post-Newton approaches for solving a physical singular second-order boundary problem in the semi-infinite interval. CoRR Amir Hosein Hadian-Rasanan, Mehran Nikarya, Arman Bahramnezhad, Mohammad M. Moayeri, Kourosh Parand
2019	J	`jnl`	A development of Lagrange interpolation, Part I: Theory. CoRR Mehdi Delkhosh, Kourosh Parand, Amir H. Hadian-Rasanan
2019	J	`jnl`	A hybrid numerical method to solve nonlinear parabolic partial differential equations of time-arbitrary order. Comput. Appl. Math. Mehdi Delkhosh, Kourosh Parand
2019	J	`jnl`	Generalized pseudospectral method: Theory and applications. J. Comput. Sci. Mehdi Delkhosh, Kourosh Parand
2019	J	`jnl`	Imposing various boundary conditions on positive definite kernels. Appl. Math. Comput. Babak Azarnavid, Mohammad Nabati, Mahdi Emamjome, Kourosh Parand
2019	J	`jnl`	Numerical simulation of reaction-diffusion neural dynamics models and their synchronization/desynchronization: Application to epileptic seizures. Comput. Math. Appl. Mohammad Hemami, Kourosh Parand, Jamal Amani Rad
2018	J	`jnl`	An iterative kernel based method for fourth order nonlinear equation with nonlinear boundary condition. Commun. Nonlinear Sci. Numer. Simul. Babak Azarnavid, Kourosh Parand, Saeid Abbasbandy
2018	J	`jnl`	An iterative reproducing kernel method in Hilbert space for the multi-point boundary value problems. J. Comput. Appl. Math. Babak Azarnavid, Kourosh Parand
2017	J	`jnl`	A Comparison Between Laguerre, Hermite, and Sinc Orthogonal Functions. CoRR Fattaneh Bayatbabolghani, Kourosh Parand
2017	J	`jnl`	Accurate solution of the Thomas-Fermi equation using the fractional order of rational Chebyshev functions. J. Comput. Appl. Math. Kourosh Parand, Mehdi Delkhosh
2017	J	`jnl`	Pricing American options under jump-diffusion models using local weak form meshless techniques. Int. J. Comput. Math. Jamal Amani Rad, Kourosh Parand
2017	J	`jnl`	The meshfree strong form methods for solving one dimensional inverse Cauchy-Stefan problem. Eng. Comput. Jamal Amani Rad, Kamal Rashedi, Kourosh Parand, Hojatollah Adibi
2015	J	`jnl`	Local weak form meshless techniques based on the radial point interpolation (RPI) method and local boundary integral equation (LBIE) method to evaluate European and American options. Commun. Nonlinear Sci. Numer. Simul. Jamal Amani Rad, Kourosh Parand, Saeid Abbasbandy
2015	J	`jnl`	Pricing European and American options by radial basis point interpolation. Appl. Math. Comput. Jamal Amani Rad, Kourosh Parand, Luca Vincenzo Ballestra
2015	J	`jnl`	Rational Chebyshev of Second Kind Collocation Method for Solving a Class of Astrophysics Problems. CoRR Kourosh Parand, Sajjad Khaleqi
2014	J	`jnl`	Local weak form meshless techniques based on the radial point interpolation (RPI) method and local boundary integral equation (LBIE) method to evaluate European and American options. CoRR Jamal Amani Rad, Kourosh Parand, Saeid Abbasbandy
2014	J	`jnl`	Numerical pricing of American options under two stochastic factor models with jumps using a meshless local Petrov-Galerkin method. CoRR Jamal Amani Rad, Kourosh Parand
2010	J	`jnl`	Comparison between two common collocation approaches based on radial basis functions for the case of heat transfer equations arising in porous medium CoRR Kourosh Parand, Saeid Abbasbandy, Saeed Kazem, A. R. Rezaei