Transfer Learning Based Rapid Design of Frequency and Dielectric Agile Antennas - Gupta, Aggraj; Khankhoje, Uday K (IEEE journal on multiscale and multiphysics computational techniques, 2025)
Keywords: Algorithms; Antennas; artificial intelligence; Atmospheric modeling; Computational modeling; Computer simulation; Data acquisition; Deep learning; Design methodology; Design optimization; Dielectrics; electromagnetic theory; Electromagnetics; Frequency ranges; Knowledge management; Machine learning; Microstrip antennas; Microwave antennas; Millimeter waves; multi-frequency antennas design automation; Neural networks; optimization methods; Parameter sensitivity; Particle swarm optimization; Physical properties; Sensitivity analysis; Simulation; Training; Transfer learning