Technical Overview
The Deep-Explor®（Deep Exploration） Virtual Drilling solution applies grid-distributed virtual drilling detection across high-potential zones, built upon AI mineralization prediction areas derived from multi-modal heterogeneous data. It integrates targeted ultra-weak NMR with intelligent drilling-layout algorithms to form a "simulate first, verify later" closed-loop intelligent exploration workflow.
How It Works
- Build 'Spectral Fingerprint' Library — A physically calibrated 'spectral fingerprint' library of 24 mineral element/compound samples has been established to build the prior model
- Intelligent Drilling Layout — Applies a grid distribution over high-potential zones, with virtual borehole tests on individual pixels within the grid
- Extract Target Mineral Signals — In a laboratory setting, acquired weak-field signals are filtered, amplified, and transformed across domains; targeted ultra-weak NMR technology inverts and extracts target mineral information
- POMDP-MCTS Decision-Making — Integrates a POMDP-MCTS decision model to predict single-pixel ore-discovery probability
- AI Inversion Simulation — Combined with AI inversion of anomaly distribution, completes tens of thousands of virtual drilling simulations in-computer
- Interpretation Output — Ultimately outputs anomaly target interpretation results
Core Outcomes
- Outputs anomaly target interpretation results for mineral elements
- Outputs Top-N recommended drill holes; after physical-drilling verification, data is fed back for rolling optimization, forming a closed-loop intelligent exploration process