ABA Models
Acid rock drainage prediction with AI: run ABA and humidity cell tests per the GARD Guide, model results in PHREEQC, and see where machine learning fits.
All
AI 129
Exploration & Target Generation 64
Geospatial Modeling 56
Machine Learning 44
AI Agents 39
Computer Vision 18
Anomaly Detection 17
Process Optimization 15
Hyperspectral Imaging 12
Drilling & Blasting Operations / Blasthole Analysis 11
Machine Learning
Advanced sensing
Grade control sensors such as XRF, XRD, LIBS and hyperspectral scanners rely on AI calibration software to turn raw spectra into grade and mineralogy.
AI-Assisted Automated Mineralogy: TIMA, MLA & QEMSCAN
Automated mineralogy on TIMA, MLA, QEMSCAN or Mineralogic uses ML classifiers to turn SEM X-ray spectra into modal mineralogy and liberation data in hours.
AI-Assisted Implicit Geological Modelling (Lithology, Structure, Alteration & Ore Zones)
Implicit geological modelling of lithology, structure and alteration in Leapfrog or Vulcan, with Seequent's Driver adding ML clustering and classification.
AI-Optimized Ore Blending, Stockpile & Plant Feed Strategy
Ore blending optimization with AI: layer MineMax or Deswik Blend, BOLT and GO on your systems to set stockpile, plant feed and blend targets continuously.
Airborne TMI Gravimetry Magnetometry
Airborne geophysics with AI: process TMI, gravity and magnetics surveys in Oasis montaj, then feed the grids to a platform like VRIFY DORA to rank targets.
Analytical Methods
Geochemical data analysis with AI: explore multi-element assays in ioGAS, then add Python and ML scripts that cluster samples and flag anomalies for you.
Bench Slope Design
AI-assisted bench slope design uses ML models to generate rock-mass inputs like dip and dip-direction, then runs factor-of-safety analysis in RocScience.
Building AI Soft-Sensor Models for Flotation Performance
Build a flotation soft sensor: keep JKSimFloat or METSIM for design, then train an ML model on live plant data to predict recovery, grade and throughput.
Clay/Geomet Model
Clay mineral prediction with AI: scan core with Corescan or HyLogger, automate first-pass logging with CSIRO's MyLogger and feed the geomet block model.