Abstract—This paper presents a neural network-powered framework for accelerating electromagnetic simulations for early stage antenna design. The framework addresses the computational bottlenecks associated with conventional surrogate models and interpolation techniques by introducing compact, physics compliant surrogate models capable of predicting…
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