Xiang Qiu

Physics-Consistent GPR Inversion via Feature-Enhanced Forward Module and Envelope Data

While full-waveform inversion (FWI) offers high-resolution ground penetrating radar (GPR) imaging, it is hampered by prohibitive computational costs and intrinsic sensitivity to initial models. Conversely, deep learning provides efficiency but often lacks physical constraints, leading to structural artifacts under nois...