Geo Intelligence.

Geochemistry & anomalies · AI research

Explore geochemical anomalies, element associations, isotope data and mineral chemistry.

Questions to bring to the papers

These questions guide critical reading; they are not claims about every paper listed below.

Research records · 2

Research articleMathematical Geosciences

Authors Chunjie Zhang · Renguang Zuo

AI summaryIntegrates prior geological knowledge into an adversarial autoencoder to identify geochemical anomalies associated with tungsten mineralisation in southern Jiangxi. Multifractal singularity analysis quantifies relationships between ore-controlling factors and known deposits to inform the model.

Geochemical anomaliesMultifractalsSingularity analysisDeep learning
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Research articleGeologyCAS Tier 1 · Top (2025)

Authors Guoxiong Chen · Timothy Kusky · Lei Luo · Quanke Li · Qiuming Cheng

AI summaryTrains machine-learning models on zircon chemistry to distinguish tectonic settings and magma types, then applies them to Hadean zircons from Jack Hills. The results provide clues to early crust formation and subduction-related sediment recycling.

Deep-time EarthEarly Earth evolutionZircon geochemistryMachine learning
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