Carbonate Lithology Identification with Machine Learning

Takashi Nanjo, Keiichi Sasaki, Hiroki Matsuda, 炭素・酸素同位体組成に基づく地表露出面から復元する約62～52 kaの海水準変動 Journal of the Geological Society of Japan. ,vol. 119, pp. 155- 170 ,(2013) , 10.5575/GEOSOC.2012.0079

Adnan A.M. Aqrawi, Thamer A. Mahdi, Andrew D. Horbury, Govand H. Sherwani, Sedimentological characterization of the mid-Cretaceous Mishrif reservoir in southern Mesopotamian Basin, Iraq GeoArabia. ,vol. 18, pp. 139- 174 ,(2013)

Ilya Sutskever, Geoffrey E. Hinton, Alex Krizhevsky, ImageNet Classification with Deep Convolutional Neural Networks neural information processing systems. ,vol. 25, pp. 1097- 1105 ,(2012)

Martin Jagersand, Mennatullah Siam, Senthil Yogamani, Sara Elkerdawy, Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges arXiv: Machine Learning. ,(2017)

Ana T. Moreno, Andrzej Michalski, Carlos Llorca, Rolf Moeckel, Shared Autonomous Vehicles Effect on Vehicle-Km Traveled and Average Trip Duration Journal of Advanced Transportation. ,vol. 2018, pp. 1- 10 ,(2018) , 10.1155/2018/8969353

Camila Martins Saporetti, Leonardo Goliatt da Fonseca, Egberto Pereira, Leonardo Costa de Oliveira, Machine learning approaches for petrographic classification of carbonate-siliciclastic rocks using well logs and textural information Journal of Applied Geophysics. ,vol. 155, pp. 217- 225 ,(2018) , 10.1016/J.JAPPGEO.2018.06.012

Naif Alqahtani, Ryan T. Armstrong, Peyman Mostaghimi, Deep Learning Convolutional Neural Networks to Predict Porous Media Properties SPE Asia Pacific Oil and Gas Conference and Exhibition. ,(2018) , 10.2118/191906-MS

Carlos Fernández, Jesús Muñoz-Bulnes, David Fernández-Llorca, Ignacio Parra, Iván García-Daza, Rubén Izquierdo, Miguel Á. Sotelo, High-Level Interpretation of Urban Road Maps Fusing Deep Learning-Based Pixelwise Scene Segmentation and Digital Navigation Maps Journal of Advanced Transportation. ,vol. 2018, pp. 1- 15 ,(2018) , 10.1155/2018/2096970

Meng Du, Hongyi Yin, Xiaoyan Chen, Xinqiang Wang, Oil-in-Water Two-Phase Flow Pattern Identification From Experimental Snapshots Using Convolutional Neural Network IEEE Access. ,vol. 7, pp. 6219- 6225 ,(2019) , 10.1109/ACCESS.2018.2888733

Yazeed Alaudah, Patrycja Michałowicz, Motaz Alfarraj, Ghassan AlRegib, A machine-learning benchmark for facies classification Interpretation. ,vol. 7, ,(2019) , 10.1190/INT-2018-0249.1