WEMA13: Advancing Antenna Simulations with Surrogate Modeling Techniques

Abstract
Surrogate modelling is an innovative technique that can be adapted to electromagnetic simulations. By training on inputs and outputs of simulation results, surrogate models provide methodological advantages for antenna design. For design spaces that are many-dimensional, surrogate antenna modelling helps identify key analytics and relationships among design parameters in a quick, repeatable fashion, enabling more efficient simulations and optimized antenna designs.