Abstract: An ongoing trend seeking to incorporate forward modeling, which involves the physical laws of wave propagation, into the network architecture to improve the generalization capability of the ...

Abstract: Prestack seismic data amplitude variation with angle (AVA) inversion is critical in identifying oil and gas reservoirs. Recently, deep learning (DL) has gained significant popularity in AVA ...