Abstract: The paper introduces the Convolutional Neural Network for Polarization-Insensitive Metasurface (PIM-CNN), a compact and data-efficient model for inverse design of both normal and complex ...

Abstract: Autonomous-driving datasets under-represent unstructured, mixed-surface coastal roads, especially beaches and coastal roads where multiple sand types coexist. We identified three gaps in ...