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Rock typing is an essential tool for reservoir characterization and management in the petroleum industry. It is the process of grouping portions of a rock sample based on their physical and chemical properties. This process is currently done by experts in the industry, which consumes valuable industry resources. Precise and efficient rock typing can build accurate geological models, optimize exploration and production strategies, and reduce exploration and production risks. This work proposes a deep learning metho...