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will focus on integrating image processing, machine learning, and deep learning techniques to improve the characterization and modeling of reservoir rocks. In the first stage, CT, NMR, and BHI images
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borehole acoustic images from carbonate reservoirs in Brazil's pre-salt. The methodology will emphasize not only the pixel-wise classification but also the incorporation of semantic relationships between
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