Geodata

Tunnel & Tunnelling

KIDE theory: A Knowledge-Informed Data-Efficient framework that maximises the value of sparse, noisy, and uncertain geotechnical data while preserving engineering realism and predictive reliability.

Paper · Code · Software

KIDE application I-CPT/Borehole location optimisation: Optimising CPT and borehole locations to maximise information gain while minimising site investigation costs.

KIDE application II-Soil Testing Optimisation: Identifying the most informative soil samples and laboratory tests to maximise model accuracy while minimising testing effort.

Tunnel & Tunnelling: Add tunnel and tunnelling-related description here.

Paper · Code · Software