Gan-Qi Qiu

A Carbonate Lithology Identification Method Integrating Locally Constrained Data Augmentation and Ensemble Learning

Accurate lithology identification is essential for the exploration and development of carbonate reservoirs. Although machine learning is one of the most effective methods for lithology prediction, the development of transitional lithologies, overlapping logging responses and imbalanced class distributions in carbon...