Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training

Muyang Ge, Wenlong Wang, Wangxiangming Zheng

Seismic impedance inversion can be performed with a semi-supervised learning algorithm, which only needs a few logs as labels and is less likely to get overfitted. However, classic…