Well logs are valuable but often are missing or not entirely available. Hence, we attempt to infer these logs by using machine learning models.
- A classification model to identify if well logs are similar to the training data of the regression model.
- A regression model to predict shear sonic logs using other common well logs.
- Imputer models for general purpose imputation of the shear sonic logs as well as other well logs.
