Fanfan Yang

Explainable artificial intelligence models for mineral prospectivity mapping

Renguang Zuo, Qiuming Cheng, Ying Xu et al. · Science China Earth Sciences · 2024 · 52 citations

Artificial Intelligence, Engineering, Machine Learning +5

Quantification of Uncertainty Associated with Evidence Layers in Mineral Prospectivity Mapping Using Direct Sampling and Convolutional Neural Network

Fanfan Yang, Ziye Wang, Renguang Zuo et al. · Natural Resources Research · 2022 · 45 citations

Convolutional Neural Network, Engineering, Machine Learning +12

Geological Mapping Using Direct Sampling and a Convolutional Neural Network Based on Geochemical Survey Data

Ziye Wang, Renguang Zuo, Fanfan Yang · Mathematical Geosciences · 2022 · 27 citations

Geometric Learning, Convolutional Neural Network, Image Analysis +9

A novel data-knowledge dual-driven model coupling artificial intelligence with a mineral systems approach for mineral prospectivity mapping

Renguang Zuo, Fanfan Yang, Qiuming Cheng et al. · Geology · 2024 · 27 citations

Artificial Intelligence, Ore Exploration, Engineering +22

Geologically Constrained Convolutional Neural Network for Mineral Prospectivity Mapping

Fanfan Yang, Renguang Zuo · Mathematical Geosciences · 2024 · 25 citations

Convolutional Neural Network, Engineering, Machine Learning +4