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Fan Xiao

Sun Yat-sen University · CN
Area of research
Artificial Intelligence · Geophysics
Research interest
Research interests include Geochemistry and Geologic Mapping, Geological and Geochemical Analysis, Remote-Sensing Image Classification, and Hydrocarbon exploration and reservoir analysis.
h-index
19
citations
827
works
56
NIH funding
primary concept
email

Recent publications

Combining numerical modeling and machine learning to predict mineral prospectivity: A case study from the Fankou Pb–Zn deposit, southern China
Applied Geochemistry 2023cited by 28position: firstdoi
Reconstructing Three-dimensional geological structures by the Multiple-point statistics method coupled with a deep neural network: A case study of a metro station in Guangzhou, China
Tunnelling and Underground Space Technology 2023cited by 24position: middledoi
Projection Pursuit Random Forest for Mineral Prospectivity Mapping
Mathematical Geosciences 2023cited by 21position: lastdoi
Identification of multi-element geochemical anomalies using unsupervised machine learning algorithms: A case study from Ag–Pb–Zn deposits in north-western Zhejiang, China
Applied Geochemistry 2020cited by 59position: lastdoi
Identifying geochemical anomaly through spatially anisotropic singularity mapping: A case study from silver-gold deposit in Pangxidong district, SE China
Journal of Geochemical Exploration 2019cited by 40position: firstdoi
A spatially weighted singularity mapping method applied to identify epithermal Ag and Pb-Zn polymetallic mineralization associated geochemical anomaly in Northwest Zhejiang, China
Journal of Geochemical Exploration 2017cited by 61position: firstdoi
Geological interpretation of Bouguer gravity and aeromagnetic data from the Gobi-desert covered area, Eastern Tianshan, China: Implications for porphyry Cu-Mo polymetallic deposits exploration
Ore Geology Reviews 2016cited by 32position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

Weisheng Hou · Sun Yat-sen University3 papers (2017–2023)Zhenghai Wang · Sun Yat-sen University2 papers (2016–2017) · 2 papers (2017–2019)Yongzhang Zhou · Sun Yat-sen University2 papers (2017–2020)Jianguo Chen · South China Agricultural University1 papers (2017–2017)Xinyu Chen · University of Electronic Science and Technology of China1 papers (2023–2023)Qiuming Cheng · Geological Exploration Institute of Shandong Zhengyuan1 papers (2023–2023)Dian Wang · UNSW Sydney1 papers (2023–2023) · 1 papers (2023–2023) · 1 papers (2023–2023)Kaiqi Wang · Xiamen University1 papers (2019–2019)Jun Wang · Shandong University1 papers (2020–2020)Hengguang Liu · Chinese Academy of Sciences1 papers (2023–2023)M.-L. Chen · Sun Yat-sen University1 papers (2023–2023)