Abstract: Seismic acoustic impedance inversion (SAII) aims at recovering the subsurface impedance to achieve lithology interpretation. However, its ill-posedness and nonlinearity pose a great ...

Abstract: Deep learning has been applied to tackle the seismic inversion problem, bringing more efficiency, and accuracy. However, bad spatial continuity and poor generalizability limit the practical ...