Abstract: Physics-informed neural networks (PINNs) have recently been utilized to tackle wave equation-based forward and inverse problems. However, they encounter challenges in accurately predicting ...

Abstract: This article introduces a novel chip electromagnetic fingerprint (EMF) feature extraction scheme based on the frequency-domain constellation trajectory figure (FCTF), as well as an EMF ...