Pixelated Antenna Design Spatially aware evolutionary optimization of high-dimensional binary antenna layouts. Power amplifier design BNN-assisted layout optimization with EM and harmonic-balance validation. From intent to an antenna model Literature-based antenna reconstruction and parameter optimization. Tunable photonic filters Memetic optimization of superstructure-grating phase shifts for multi-band photonic filtering.