Electromagnetics Across the Spectrum
We model and optimize electromagnetic systems spanning static fields to
microwave and millimeter-wave frequencies. Using COMSOL Multiphysics with
the RF and AC/DC Modules, we simulate full-wave propagation, quasi-static
effects, and coupled multiphysics to deliver accurate, fabrication-ready
designs.
Featured: Antenna Design with Surrogate Models
We combine high-fidelity COMSOL simulations with neural-network
surrogate models to accelerate antenna design from hours to milliseconds
per evaluation. This workflow enables rapid tradeoff studies across
impedance matching, gain, bandwidth, and manufacturability, then confirms
shortlisted candidates with full-wave verification.
Antenna Design with Surrogate Models: Interactive GUI for rapid tradeoff studies across impedance matching, gain, bandwidth, and manufacturability.