Niantian Lin

Uncertainty quantification-driven shear wave velocity prediction using a spatiotemporal Bayesian neural network

Abstract Shear wave velocity (Vs) is a key parameter used for seismic data processing and evaluating oil and gas reservoirs. Conventional logging and machine learning methods are hampered by the provision of fixed Vs predictions, which limits their capacity to effectively quantif...