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HLF-SASR: A High-Low Frequency Guided Structure-Aware Super-Resolution Network for Digital Rock Image
Author: Gao, Tianyu; Zhu, Chenyang; Niu, Zhenwei; Li, Mingjie; Xie, Yunxin; Wang, Fang
Journal: MATHEMATICAL GEOSCIENCES. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s11004-026-10287-9
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Big Data Mining on Galena Geochemistry Using Machine Learning Algorithms: Implications for Metallogenic Discriminatio
Author: Gul, M. A.; Kanwal, A.; Yang, Xiaoyong; Awan, R. S.; Khan, I.; Hu, Y.; Faisal, M
Journal: MATHEMATICAL GEOSCIENCES. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s11004-026-10274-0
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Deep Mineral Prospectivity Prediction via Integration of Spatiotemporal Dynamics Simulations with Long Short-Term Memory Networks: A Case Study of the Tongshan Deposit, Chin
Author: Zhou, Feihu; Zheng, Han; Bi, Chenxi; Liu, Liangming
Journal: MATHEMATICAL GEOSCIENCES. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s11004-026-10285-x
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Prediction of Heterogeneous Shale Lithology in the Kaijiang-Liangping Trough Based on Dream Optimization Algorithm and Support Vector Machin
Author: Yuan, Lexin; Xu, Zhiming; Sun, Haofei; Lu, Jungang; Zhang, Luchuan; Yin, Xiangdong; Li, Jiaming
Journal: MATHEMATICAL GEOSCIENCES. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s11004-025-10265-7
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A Spatially Aware Evidential Deep Learning Framework for Mineral Prospectivity Mapping and Uncertainty Evaluatio
Author: Liu, Yue
Journal: MATHEMATICAL GEOSCIENCES. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s11004-025-10266-6
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Lithofacies Identification and Classification Based on Least Squares Support Vector Machine Optimized by Sparrow Search Algorith
Author: Mu, Chenyang; Guo, Zhongjie; Wang, Guangxu; Zhang, Xiaoxiao; Qian, Cheng; Lin, Changsong; Chen, Yang; Wang, Yougong; Wu, Wei
Journal: MATHEMATICAL GEOSCIENCES. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s11004-025-10258-6
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Prediction of Lithofacies and Three-Dimensional Geological Modeling Based on CNN-LSTM Spatiotemporal Network
Author: Liu, Qianghao; Liu, Rong; He, Tianxin; Zhang, Haoran
Journal: MATHEMATICAL GEOSCIENCES. 2025; Vol. , Issue , pp. -. DOI: 10.1007/s11004-025-10198-1
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Tree-Based Machine Learning and Flow Simulation for Debris Flow Susceptibility, Runout Propagation, and Dynamics in the Higher Himalaya
Author: Daud, Hamza; Dou, Jie; Khan, Nangyal Ghani; Xu, Bo; Dong, Shun; Dong, Aonan; Ma, Hao
Journal: MATHEMATICAL GEOSCIENCES. 2025; Vol. , Issue , pp. -. DOI: 10.1007/s11004-025-10196-3
