DOI: 10.22184/1993-7296.FRos.2025.19.5.400.406

The paper discusses the selection of materials for micro-opto-electromechanical switches (MOEMS) used in new generation communication systems. The focus is on the optical and electrical characteristics of materials, such as dielectric permittivity, refractive index, and bandgap. A study of the effect of these parameters on the efficiency of optical systems is carried out. Machine learning methods were used to predict the properties of materials, and promising materials with high dielectric permittivity were identified. The results obtained can be useful in the development of new methods for designing optical and radio-­frequency communication components.