Detection of geological structure using gamma logs for autonomous mining. - Katherine L. Silversides; Arman Melkumyan; Derek A. Wyman; Peter Hatherly; Eric Nettleton (ICRA, 2011)

Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits. - Katherine L. Silversides; Arman Melkumyan; Derek A. Wyman; Peter Hatherly (Comput. Geosci., 2015)

Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining. - Katherine L. Silversides; Arman Melkumyan (ICONIP (4), 2016)

A Dynamic Time Warping based covariance function for Gaussian Processes signature identification. - Katherine L. Silversides; Arman Melkumyan (Comput. Geosci., 2016)

A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data. - Mehala Balamurali; Katherine L. Silversides; Arman Melkumyan (Comput. Geosci., 2019)

Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. - Liyang Liu; Mehala Balamurali; Katherine L. Silversides; Rami N. Khushaba (AI, 2022)

Creating large scale probabilistic boundaries using Gaussian Processes. - Adrian Ball; Katherine L. Silversides; Anna Chlingaryan; Arman Melkumyan (Expert Syst. Appl., 2022)