Simultaneous prediction of petrophysical properties and formation layered thickness from acoustic logging data using a modular cascading residual neural network (MCARNN) with physical constraints

作者：Weichen Zhan, Yanjin Chen, Qi Qiang Liu, Qiqiang Liu, Jiawen Li, Mauricio D. Sacchi, Mingwei Zhuang, Qing Liu, Qing Liu · 发表于：Journal of Applied Geophysics · 年份：2024 · DOI：10.1016/j.jappgeo.2024.105362 · 被引用次数：55 · 研究领域：Seismic Imaging and Inversion Techniques、Geophysical Methods and Applications、Geophysical and Geoelectrical Methods