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Figure 3: Clusters determined using Louvain (Potts), Louvain (Dugue), Leiden and walktrap methods.
Applied Science

Automated geological mapping with unsupervised community detection models

Created by Katie Silversides This blog is adapted from: Katie Silversides, Jack Maughan and Mark…
Inferring geological features
Applied Science

Inferring geological features masked by artefacts in core photography using neural networks

Created by Yasin Dagasan, Harvey Nguyen and Mark Grujic This blog is a republication of…
Core
Platform

The 4D Approach: Leveraging AI for Dull, Dirty, Dangerous, and Dear tasks in Geoscience

Created by Luisa Herrmann and Brenton Crawford. I want AI to take the dull geology…
Figure 13. Wavelet tessellation of the sum of UMAP vectors, plotted alongside logged GSSA lithology groups, and dominant RGB colour per interval 1
Applied SciencePlatform

Combining Imagery and Geochemistry with ioGAS and Datarock – Photogeochemistry

Created by Putra Sadikin, Brenton Crawford and Rian Dutch Overview Traditionally, core photography has been…
AI vs expert logging
Platform

AI vs expert logging: fracture analysis from the Carrapateena Mine

This blog is an extract of a Johnson and Dagasan (2023) AEGC extended abstract. Historical…
Spectral Library Viewer
Applied Science

Spectral Library Viewer

Created by Thomas Ostersen Hyperspectral data sets measure the intensity of reflected or emitted light…
fake road
Applied Science

Improving geological mapping by inpainting surface infrastructure artefacts

Created by Mahsa Paknezhad and Jack Maughan In remote sensing-related geological modelling projects, a common…
MICA
Applied Science

(Re)Introducing MICA

Created  by Mark Grujic. Today, we are relaunching our web application to study Mineral Identification…
Applied Science

Streamlining a fruit salad data process with Shiny and AWS

Created by Eleanor Mare. What do you do if you've developed a great data analysis…
Machine Learning

Reviewing common core photography setups

Created by Brenton Crawford. Currently, there are 4 main types of core photography systems available…
Top of Thylacine Two-way-time structure
Applied Science

Transfer Learning with Seismic Attributes

Created by David Briguglio. This post demonstrates that subject matter expertise is crucial when preparing…
Applied ScienceMachine Learning

The journey to (fully) quantifying chip photography

Created by Mark Grujic and Rian Dutch.    Recap   Welcome back to our series…

Unearth possibility

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