Partial Domain Adaptation for Building Borehole Lithology Model Under Weaker Geological Prior

Earth Sciences, Geochemistry, Geology, Geophysics, Information Science, Automation, Artificial Intelligence,
lithology identification   partial domain adaptation   sample transferability weighting   convolutional neural network   channel attention mechanism   target sample reconstruction   geological exploration  

Report on the Paper: “Partial Domain Adaptation for Building Borehole Lithology Model Under Weaker Geological Prior” Background and Research Problem Lithology identification plays a critical role in stratigraphic characterization and reservoir exploration. However, existing AI and machine learning-based lithology identification methods face substan...