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  1. ML_inv_eigenvalue ML_inv_eigenvalue Public

    Scripts for the paper "Application of machine learning regression models to inverse eigenvalue problems". Authors Nikolaos Pallikarakis and Andreas Ntargaras. Correspondence at npall@central.ntua.gr.

    Python 3

  2. DNN_inverse_line_source DNN_inverse_line_source Public

    Scripts for the paper "Exploring the inverse line-source scattering problem in dielectric cylinders with deep neural networks". Authors: Nikolaos Pallikarakis, Andreas Kalogeropoulos and Nikolaos T…

    Python 1

  3. heat_pinn heat_pinn Public

    Physics-Informed Neural Networks for solving the 1D heat equation

    Python 1

  4. npallikarakis.github.io npallikarakis.github.io Public

    Personal Webpage

    HTML

  5. inverse-scattering-CNN inverse-scattering-CNN Public

    Scripts for the paper "Inverse Electromagnetic Scattering for Doubly-Connected Cylinders using Convolutional Neural Networks". Authors: Leonidas Mindrinos, Nikolaos Pallikarakis, and Nikolaos Tsits…

    Python