Leakage-aware depth-blocked evaluation of a hybrid CNN–transformer for continuous calcite concentration prediction from single-well conventional logs

作者：Hafiz Hussain Ahmad, Zhishui Liu, Zhishui Liu, Shi Lei, Song Chaohui, Shaukat Khan, Sohail Ahmed, Muhammad Junaid, Zhixiu Liu, Zhixiu Liu · 发表于：Physics and Chemistry of the Earth Parts A/B/C · 年份：2026 · DOI：10.1016/j.pce.2026.104679 · 研究领域：Hydrocarbon exploration and reservoir analysis、Calcium Carbonate Crystallization and Inhibition、Hydraulic Fracturing and Reservoir Analysis