Katherine L. Silversides

Statistics

Publications

Citations

118

H-Index

Active since

2015

Affiliations

Australian Centre for Robotic Vision(Current)

The University of Sydney

Katherine L. Silversides is an author at Australian Centre for Robotic Vision specializing in stratigraphic classification, rock classification, and earth sciences.

ORCID

Publications per year

2015–2022

Publications

Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits

Katherine L. Silversides, Arman Melkumyan, Derek A. Wyman et al. · Computers & Geosciences · 2015 · 34 citations

Natural Sciences, Earth Sciences, Geology +16

A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data

Mehala Balamurali, Katherine L. Silversides, Arman Melkumyan · Computers & Geosciences · 2019 · 24 citations

Natural Sciences, Earth Sciences, Geology +11

Boundary Identification and Surface Updates Using MWD

Katherine L. Silversides, Arman Melkumyan · Mathematical Geosciences · 2020 · 24 citations

Computing, Computer Science, Computational Geometry +7

Machine learning for classification of stratified geology from MWD data

Katherine L. Silversides, Arman Melkumyan · Ore Geology Reviews · 2022 · 19 citations · Full text

Engineering, Earth Sciences, Geology +17

A Dynamic Time Warping based covariance function for Gaussian Processes signature identification

Katherine L. Silversides, Arman Melkumyan · Computers & Geosciences · 2016 · 17 citations

Computing, Systems Engineering, Machine Learning +15

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