Features
Amortized Bayesian inference with neural networks
Simulation-based inference for implicit models
Neural posterior estimation (NPE)
Neural likelihood estimation (NLE)
Neural ratio estimation (NRE)
Automated summary statistics extraction
Support for custom neural architectures
Integration with TensorFlow and PyTorch
Tools for simulation design and sampling
Validation metrics for posterior accuracy
Checkpointing and resumption of training
Comprehensive documentation and tutorials
Multi-sensor core scanning: RGB, XRF, hyperspectral, LiDAR
LIBS-based detection of REEs and light elements (via Lumo Analytics)
AI-powered core logging on Digital Core Table
Resource modeling with RMSP integration
Drill Hole Optimizer for mine planning
Sub-48-hour turnaround time
4x faster than manual core logging
Over 400% project acceleration
End-to-end workflow from scanning to modeling
Domain expertise throughout mining cycle
High-fidelity data capture and analytics
Consistent logging with fewer errors
Professional consulting and training services
Decision engineering for critical mineral exploration
Cloud-based digital core collaboration
