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Xiaogang Ma

shaanxi normal university

32H-index
355Paper Count
3.6KCitation Count
Published Papers 66
Publication Date
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GGBondSAGE: A Framework for Three-Dimensional Characterization of Subsurface Stratigraphic Structures Using GraphSAGE
errMathematical Geosciences
IF3.6
err2026-07-29
err0
PREAI
errQiyu Chen; Jiale Guo; Hongfeng Fang; Dajie Chen; Xiaogang Ma; Gang Liu
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errSave
Knowledge-Guided Neuro–Symbolic Modeling for Mineral Prospectivity Mapping: A Case Study of Porphyry Cu–Mo Systems in Boise County, Idaho
errNatural Resources Research
IF5
err2026-07-17
err0
errOAAI
errWeilin Chen; Jiyin Zhang; Chenhao Li; Xiaogang Ma
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errSave
Cross-Scale U-Net: A Deep Transfer Learning Framework for Automated High-Resolution Urban Land Cover Mapping
errBuildings
IF3.1
err2026-06-19
err0
errOAAI
errZhe Wang; Chao Fan; Shoukun Sun; Haifeng (Felix) Liao; Min Xian; Xiaogang Ma; Xiang Que
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An LLM-based multi-agent system for geoscience legacy document processing, knowledge extraction and quality control
errApplied Computing and Geosciences
IF3.2
err2026-06-11
err0
errOAAI
errJiyin Zhang; Weilin Chen; Chenhao Li; Xiaogang Ma
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errSave
Muscle activation color information facilitates visual perception in action observation and motor imagery
errActa Psychologica
IF2.7
err2026-05-01
err0
PREAI
errMa, Xiaogang; Shi, Bing
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errSave
DMCG: Diffusion-based multi-category generation network for characterizing heterogeneous hydrogeological structures
errJournal of Hydrology
IF6.3
err2026-04-13
err0
PREAI
errDajie Chen; Qiyu Chen; Hongfeng Fang; Xiaogang Ma; Gang Liu
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errSave
Corrigendum to “Enhancing neuro-symbolic AI for mineral prediction via LLM-guided knowledge integration” [Appl. Comput. Geosci. 29 (2026) 100310]
errApplied Computing and Geosciences
IF3.2
err2026-01-20
err0
errOAAI
errWeilin Chen; Jiyin Zhang; Chenhao Li; Xiaogang Ma
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errSave
Fine-tuning small and open LLMs to automate geoscience data analysis workflows: A scalable approach
errApplied Computing and Geosciences
IF3.2
err2025-12-05
err0
errOAAI
errJiyin Zhang; Wenjia Li; Xiang Que; Weilin Chen; Chenhao Li; Xiaogang Ma
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errSave
Enhancing Neuro-Symbolic AI for Mineral Prediction via LLM-Guided Knowledge Integration
errApplied Computing and Geosciences
IF3.2
err2025-12-03
err0
errOAAI
errWeilin Chen; Jiyin Zhang; Chenhao Li; Xiaogang Ma
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errSave
Why knowledge graphs are essential for harmonizing hetero-geneous geologic time scales
errEpisodes
IF2.2
err2025-12-01
err0
errOAAI
errWang, Hongwei; Ma, Chao; Ma, Xiaogang; Ogg, James G.; Wang, Chengshan
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Spatiotemporal heterogeneity of population exposure to outdoor days across China’s climatic zones
errJournal of Environmental Management
IF8.4
err2025-11-18
err0
PREAI
errKefan Yi; Haixia Lin; Tehseen Javed; Ning Yao; Xuehui Gao; Weijuan Lu; Xiaogang Ma; Meng Li; Jian Liu
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errSave
Two-Stages Weather Forecasting System for Optimizing Supply Chain Operations in Saudi Arabia Using BiGRU and Fox Metaheuristics Algorithms
errinternational journal of engineering science
IF2.9
err2025-07-29
err0
errOAAI
errOmar Alghushairy; Raed Alsini; Ayman Yafoz; Saud Yonbawi; Xiaogang Ma
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errSave
A lightweight knowledge graph-driven question answering system for field-based mineral resource survey
errApplied Computing and Geosciences
IF3.2
err2025-07-23
err0
errOAAI
errMingguo Wang; Chengbin Wang; Jianguo Chen; Bo Wang; Wei Wang; Xiaogang Ma; Jiangtao Ren; Zichen Li; Yicai Ye; Jiakai Zhang; Yue Wang
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errSave
Interpretable deep learning-based characterization of hydrogeological structures with self-representation learning
errJournal of Hydrology
IF6.3
err2025-07-22
err0
PREAI
errZhesi Cui; Qiyu Chen; Shu Jiang; Xiaogang Ma; Gang Liu
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errSave
A conditional masked autoencoder network based on efficient multiple-head self-attention for characterizing heterogeneous reservoirs
errExpert Systems with Applications
IF7.5
err2025-07-09
err0
PREAI
errQiyu Chen; Ruihong Zhou; Dajie Chen; Zhesi Cui; Xiaogang Ma; Gang Liu
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errSave
On the nature and distribution of mineral-forming ions: A mineral informatics approach
errMINERALOGICAL MAGAZINE
IF1.4
err2025-07-01
err1
PREAI
errBermanec, Marko; Zhang, Jiyin; Downs, Robert T.; Kunic, Dominik; Ma, Xiaogang; Morrison, Shaunna M.; Prabhu, Anirudh; Hazen, Robert M.
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Integrating neuro-symbolic AI and knowledge graph for enhanced geochemical prediction in copper deposits
errApplied Computing and Geosciences
IF3.2
err2025-06-18
err0
errOAAI
errWeilin Chen; Jiyin Zhang; Wenjia Li; Xiang Que; Chenhao Li; Xiaogang Ma
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errSave
Enhancing the quality of kinesthetic motor imagery for complex motor skills through simulated muscle activation color visualization: Evidence from time-frequency and functional connectivity analyses
errNEUROIMAGE
IF4.5
err2025-04-01
err0
errOAAI
errMa, Xiaogang; Shi, Bing
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errSave
Spatiotemporally weighted regression (STWR) for assessing Lyme disease and landscape fragmentation dynamics in Connecticut towns
errECOLOGICAL INFORMATICS
IF7.3
err2024-12-01
err1
errOAAI
errWang, Zhe; Que, Xiang; Li, Meifang; Liu, Zhuoming; Shi, Xun; Ma, Xiaogang; Fan, Chao; Lin, Yan
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errSave
Multi-scale analysis of urban forests and socioeconomic patterns in a desert city, Phoenix, Arizona
errSCIENTIFIC REPORTS
IF3.9
err2024-10-11
err0
errOAAI
errWang, Zhe; Fan, Chao; Que, Xiang; Liao, Felix Haifeng; Ma, Xiaogang; Wang, Hui
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errSave

Research Directions

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Co-authors
Cooperation Journals
王海龙 cover
王海龙 (Hailong Wang)
H-index: 124 · Papers: 1.4K
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
R
Robert M. Hazen
H-index: 89 · Papers: 682
陈
陈景文 (Jingwen Chen)
H-index: 84 · Papers: 1.0K
E
Emmanuel John M. Carranza
H-index: 78 · Papers: 404
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