Technical Overview
The Deep-Explor® 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
- Global Virtual Drilling Prior Model — Based on intrinsic mineral radiation theory, NMR extracts radiation spectral features to establish a global virtual drilling prior model
- Pixel-Level Virtual Testing — Conducts virtual borehole tests on individual pixels to extract mineral spectral features
- 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