4 papers
Diffusion-Based Inverse Design of Dielectric Resonator Metasurfaces for Shaping Smart Electromagnetic Environments
M. Tsukerman, K. Grotov, D. Vovchuk +1
Future wireless systems are expected to transform the surrounding space from a passive propagation medium into a smart electromagnetic environment, where engineered surfaces contro…
μDopplerTag: CNN-Based Drone Recognition via Cooperative Micro-Doppler Tagging
O. Yerushalimov, D. Vovchuk, A. Glam +1
The rapid deployment of drones poses significant challenges for airspace management, security, and surveillance. Current detection and classification technologies, including camera…
Gradient-based optimization of scatterer arrangements based on the T-matrix method
Nigar Asadova, Jan David Fischbach, Renaud Vallée +6
The demand for inverse design is increasing as the ability to fabricate sub-10 nm features expands the design space by orders of magnitude. Efficient inverse design benefits from d…
Diffusion-Based Electromagnetic Inverse Design of Scattering Structured Media
Mikhail Tsukerman, Konstantin Grotov, Pavel Ginzburg
We present a conditional diffusion model for electromagnetic inverse design that generates structured media geometries directly from target differential scattering cross-section pr…