Picture for Alireza Afzal Aghaei

Alireza Afzal Aghaei

KANtrol: A Physics-Informed Kolmogorov-Arnold Network Framework for Solving Multi-Dimensional and Fractional Optimal Control Problems

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Sep 10, 2024
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PINNIES: An Efficient Physics-Informed Neural Network Framework to Integral Operator Problems

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Sep 03, 2024
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rKAN: Rational Kolmogorov-Arnold Networks

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Jun 20, 2024
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fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions

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Jun 11, 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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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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