Experimental Study of the Microstructural Characteristics of the Surfaces and Volumes of Granite Samples von Victorov, S. D., Kochanov, A. N., Pachezhertsev, A. A.

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Lithology identification in carbonate thin section images of the Brazilian pre-salt reservoirs by the computational vision and deep learning von Faria, E. L., Coelho, Juliana. M., Matos, Thais F., Santos, Bernardo C. C., Trevizan, Willian A., Gonzalez, J. L., Bom, Clécio R., de Albuquerque, Márcio P., de Albuquerque, Marcelo P.

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Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets von Yu, Jiaxin, Wellmann, Florian, Virgo, Simon, von Domarus, Marven, Jiang, Mingze, Schmatz, Joyce, Leibe, Bastian

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Unsupervised segmentation for sandstone thin section image analysis von Barbosa, Rayan T. C. M., Faria, E. L., Klatt, Matheus, Silva, Thais C., Coelho, Juliana. M., Matos, Thais F., Santos, Bernardo C. C., Gonzalez, J. L., Bom, Clécio R., de Albuquerque, Márcio P., de Albuquerque, Marcelo P.

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MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description von Nesteruk, Sergey, Agafonova, Julia, Pavlov, Igor, Gerasimov, Maxim, Latyshev, Nikolay, Dimitrov, Denis, Kuznetsov, Andrey, Kadurin, Artur, Plechov, Pavel

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Machine learning for point counting and segmentation of arenite in thin section von Tang, David G., Milliken, Kitty L., Spikes, Kyle T.

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Rock thin sections identification based on improved squeeze-and-Excitation Networks model von Ma, He, Han, Guoqing, Peng, Long, Zhu, Liying, Shu, Jin

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Machine learning for locating organic matter and pores in scanning electron microscopy images of organic-rich shales von Wu, Yaokun, Misra, Siddharth, Sondergeld, Carl, Curtis, Mark, Jernigen, Jeremy

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Petrographic microfacies classification with deep convolutional neural networks von Pires de Lima, Rafael, Duarte, David, Nicholson, Charles, Slatt, Roger, Marfurt, Kurt J.

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Rock thin sections identification under harsh conditions across regions based on online transfer method von Wang, Biao, Han, Guoqing, Ma, He, Zhu, Liying, Liang, Xingyuan, Lu, Xin

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Semantic Segmentation of Some Rock-Forming Mineral Thin Sections Using Deep Learning Algorithms: A Case Study from the Nikeiba Area, South Eastern Desert, Egypt von Hassan, Safaa M., Laban, Noureldin, Abo Khashaba, Saif M., El-Shibiny, N. H., Bashir, Bashar, Azer, Mokhles K., Drüppel, Kirsten, Keshk, Hatem M.

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Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks von Liu, Xiaokang, Song, Haijun

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Research on Image Identification Method of Rock Thin Slices in Tight Oil Reservoirs Based on Mask R-CNN von Liu, Tao, Li, Chunsheng, Liu, Zongbao, Zhang, Kejia, Liu, Fang, Li, Dongsheng, Zhang, Yan, Liu, Zhigang, Liu, Liyuan, Huang, Jiacheng

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Compositional Simulation of CO[sub.2] Huff-n-Puff Processes in Tight Oil Reservoirs with Complex Fractures Based on EDFM Technology Considering the Threshold Pressure Gradient von Zheng, Jiayu, Jiang, Tianhao, Chen, Xiaoxia, Cui, Zhengpan, Jiang, Shan, Song, Fangxin, Wen, Zhigang, Wang, Lei

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Rock-type classification: A (critical) machine-learning perspective von Ribeiro Mendes, Pedro, Salavati, Soroor, Linares, Oscar, Moreira Gonçalves, Maiara, Ferreira Zampieri, Marcelo, de Sousa Ferreira, Vitor Hugo, Castro, Manuel, de Oliveira Werneck, Rafael, Moura, Renato, Morais, Elayne, Esmin, Ahmed, Lusquino, Leopoldo, Schiozer, Denis José, Ferreira, Alexandre, Davólio, Alessandra, Rocha, Anderson

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Multi-channel attention transformer for rock thin-section image segmentation von Ren, Yili, Li, Xin, Bi, Jianzhong, Zhang, Yunying, Su, Qianxiao, Wang, Wenjie, Li, Hongjue

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Rock thin-section analysis and identification based on artificial intelligent technique von Liu, He, Ren, Yi-Li, Li, Xin, Hu, Yan-Xu, Wu, Jian-Ping, Li, Bin, Luo, Lu, Tao, Zhi, Liu, Xi, Liang, Jia, Zhang, Yun-Ying, An, Xiao-Yu, Fang, Wen-Kai

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Automation of laboratory studies in the determination of the mass of mechanical impurities in petroleum von Serzhantova, M P, Tynchenko, V S, Bukhtoyarov, V V, Bashmur, K A, Tynchenko, V V, Kukartsev, V V

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Evolution of reservoir properties of oil shale rocks under hydro-thermal treatment: Investigations from micro- to macro-scale von Subbotina, Maria, Mukhina, Elena, Karamov, Tagir, Popov, Evgeny, Kozlova, Elena, Morkovkin, Andrey, Mukhametdinova, Aliya, Prochukhan, Konstantin, Cheremisin, Alexey

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Experimental studies of the deformation characteristics of mudstones under high temperature exposure von Blokhin, D I, Zakorshmennyi, I M, Minaev, V I, Nesterova, V G, Shilin, N A

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