A Physics-Informed Neural Network-Based Waveguide Eigenanalysis Article

Khan, Md Rayhan, Zekios, Constantinos L, Bhardwaj, Shubhendu et al. (2024). A Physics-Informed Neural Network-Based Waveguide Eigenanalysis . IEEE ACCESS, 12 120777-120787. 10.1109/ACCESS.2024.3452160

cited authors

  • Khan, Md Rayhan; Zekios, Constantinos L; Bhardwaj, Shubhendu; Georgakopoulos, Stavros V

authors

publication date

  • January 1, 2024

published in

keywords

  • Anisotropic
  • Boundary conditions
  • Computer Science
  • Computer Science, Information Systems
  • Computer architecture
  • DEEP LEARNING FRAMEWORK
  • Eigenvalues and eigenfunctions
  • Electromagnetic waveguides
  • Engineering
  • Engineering, Electrical & Electronic
  • Neural networks
  • Optical waveguides
  • Physics computing
  • Physics-informed neural network
  • Rectangular waveguides
  • Science & Technology
  • Technology
  • Telecommunications
  • Training
  • Transfer learning
  • deep learning
  • domain decomposition
  • eigenanalysis
  • transfer learning
  • waveguides

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 120777

end page

  • 120787

volume

  • 12