AI for Resource Estimation eBook
In mining resource estimation, machine learning is being used to locate and estimate mineral deposits by training algorithms with large data sets to identify patterns not detectable by humans alone. For example, in 2020 a team of researchers competing with other teams involving more than 2,200 data scientists and engineers from more than 100 countries developed new interpretive maps revealing undiscovered mineral deposits deep underground in remote South Australia. Researchers combined government magnetic and gravity data with deep neural network AI analysis.
That’s a huge advantage because major discoveries of near-surface mineral deposits are declining globally. AI-based technologies can lead to faster decisions with greater accuracy, improved health and safety, higher efficiency through error elimination and reduced environmental footprint.
- Accelerated Discovery - Introduction to AI
- Why Mining Needs Smart Machines
- Developing Machine Learning Models
- Early Results for Machine Learning Techniques
- Learning How to Implement
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