The researchers studied how to identify different types of volcanic rock in the Nanpu 5th structure. They used various methods like coring analysis and scanning electron microscopy to analyze the rocks. By combining different types of logging data and using advanced techniques like texture-component-size fraction and cross plot analysis, they were able to accurately identify the different types of rock. Additionally, they used automatic discriminant analysis and principal component analysis to make the process more efficient and less complicated.