地球科学
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全部论文审稿周期
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Interpretable and uncertainty-aware machine learning for shear-wave velocity estimation from conventional well logs
作者Akbar Ali; Rongyi Qian
作者单位1. Department of Geophysics and Information Technology, China University of Geosciences, Beijing, China; 2. Key Laboratory of Intraplate Volcanoes and Earthquakes (China University of Geosciences, Beijing), Ministry of Education, Beijing, China; 3. Qinghai University, Xining, China
Idealizing the role of soil particle size fractions in arsenic mobilization mechanisms and severity in groundwater using an explanatory framework of machine learning and SHAP analysis
作者Tuhin Subhra Konar; Rijurekha Dasgupta; Gourab Banerjee; Saroj Kumar; Subhasish Das; Asis Mazumdar; Arunabha Majumder
作者单位1. School of Water Resources Engineering, Jadavpur University, Kolkata, India
Machine learning for lithology identification in electrical image logging: A case study of the Chang 7 3 Sub-Member, Yanchang Formation, East Gansu region, Ordos Basin
作者Jiaqi Li; Hongping Bao; Shilong Liu; Pingping Shi; Feiming Gao; Liubin Wei; Langlang Wang; Hongyan Yu
作者单位1. State Key Laboratory of Continental Evolution and Early Life, Department of Geology, Northwest University, Xi’an, China; 2. National Engineering Laboratory of Exploration and Development of Low Permeability Oil and Gas Fields, Xi’an, China; 3. Research Institute of Exploration and Development, Xi’an, China; 4. Geologic Research Institute, China National Logging Corporation, Xi’an, China; 5. School of Intelligent and Information Engineering, Tangshan University, Tangshan, China
Machine learning enhances research on the classification of oceanic basalt
作者Haobin Xu; Juanjuan Kong; Yao Ma
作者单位1. College of Ocean Science and Engineering, Shandong University of Science and Technology, Huangdao District, Qingdao, China; 2. Research Center for Marine Science, Hebei Normal University of Science and Technology, Qinhuangdao, China
Variational Autoencoders for P-wave detection on strong motion earthquake spectrograms
作者Turkan Simge Ispak; Salih Tileylioglu; Erdem Akagunduz
作者单位1. Department of Modelling and Simulation, Graduate School of Informatics, Middle East Technical University, Ankara, Türkiye; 2. Department of Civil Engineering, Kadir Has University, Istanbul, Türkiye
Digraph-based characterization of geological spatiotemporal relationships and its application in three-dimensional structural reconstruction using the DL + MPS framework
作者Shuwan Ye; Weisheng Hou; Yonghua Chen; Xin Li; Ying Huang
作者单位1. School of Earth Sciences and Engineering, Sun Yat-sen University, Zhuhai, China; 2. Guangdong Provincial Key Lab of Geological Processes and Mineral Resources, Zhuhai, China; 3. Guangzhou Metro Design & Research Institute Co. Ltd, Guangzhou, China
Automated geological modeling with ArcGIS Engine: a methodological framework for surface and subsurface data integration
作者Guoxu Chen; Suzanne Hurter; Li Cao; Muyuan Lu; Yongqi Fan; Kesheng Zuo
作者单位1. School of Resources and Environmental Engineering, Hefei University of Technology, Hefei, China; 2. Gas & Energy Transition Research Centre, The University of Queensland, Brisbane, Australia; 3. The Netherlands Organisation for Applied Scientific Research TNO, Utrecht, the Netherlands; 4. School of Mathematics, Hefei University of Technology, Hefei, China
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