Dr Limin Xu
Associate Research Fellow - Research Focussed
School of Geography, Earth and Atmospheric Sciences
7 Scholarly works
1 Projects
HIGHLIGHTS
2026
Journal article
Input Selection in Conventional Supervised Machine Learning in Geophysical-Geological Mapping Applications: Improving Analytical Transparency and Model Parsimony
DOI: 10.1029/2025EA0045782026
Journal article
Rethinking Collinearity in Self-Organizing Maps: Evidence From Geophysical Data Classification
DOI: 10.1029/2025JH0011072026
Research grants (other domestic)
Assessing Earthquake Hazards to Reduce Disaster Risks to Victoria’s Water, Energy and Transportation Infrastructure
2026
Journal article
Inferring Cenozoic Cover Thickness and Bedrock Sedimentary Material in 3D From Geophysical Data Using Machine Learning Algorithms: A Case Study in the Lockington Region, Victoria, Australia
DOI: 10.1029/2024EA0040412025
Journal article
Applying SOM Cluster Analysis With Iterative Refinement to Infer Lithology Units in Eastern Victoria, Australia
DOI: 10.1029/2024EA0039992025
Thesis / Dissertation
A Machine Learning Modelling Approach to Automated 3D Geological Mapping and Its Application to Mineral Resource Exploration
2024
Journal article
Inferring fault structures and overburden depth in 3D from geophysical data using machine learning algorithms – A case study on the Fenelon gold deposit, Quebec, Canada
DOI: 10.1111/1365-2478.13589
RECENT SCHOLARLY WORKS
2023
Journal article
Inferring geological structural features from geophysical and geological mapping data using machine learning algorithms
DOI: 10.1111/1365-2478.13371