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Kourosh Parand

PINNIES: An Efficient Physics-Informed Neural Network Framework to Integral Operator Problems

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Sep 03, 2024
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Hermite Neural Network Simulation for Solving the 2D Schrodinger Equation

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Feb 16, 2024
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An Orthogonal Polynomial Kernel-Based Machine Learning Model for Differential-Algebraic Equations

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Jan 25, 2024
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Accelerating Fractional PINNs using Operational Matrices of Derivative

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Jan 25, 2024
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Using Singular Value Decomposition in a Convolutional Neural Network to Improve Brain Tumor Segmentation Accuracy

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Jan 04, 2024
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deepFDEnet: A Novel Neural Network Architecture for Solving Fractional Differential Equations

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Sep 14, 2023
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Solving Falkner-Skan type equations via Legendre and Chebyshev Neural Blocks

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Aug 07, 2023
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A least squares support vector regression for anisotropic diffusion filtering

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Jan 30, 2022
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Legendre Deep Neural Network (LDNN) and its application for approximation of nonlinear Volterra Fredholm Hammerstein integral equations

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Jun 27, 2021
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Symbolically Solving Partial Differential Equations using Deep Learning

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Nov 12, 2020
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