Three-Dimensional Geological Modelling in Earth Science Research: An In-Depth Review and Perspective Analysis

X Cao, Z Liu, C Hu, X Song, JA Quaye, N Lu - Minerals, 2024 - mdpi.com
This study examines the development trajectory and current trends of three-dimensional
(3D) geological modelling. In recent years, due to the rising global energy demand and the …

Variational prior replacement in Bayesian inference and inversion

X Zhao, A Curtis - Geophysical Journal International, 2024 - academic.oup.com
Many scientific investigations require that the values of a set of model parameters are
estimated using recorded data. In Bayesian inference, information from both observed data …

[HTML][HTML] Maximising the value of hyperspectral drill core scanning through real-time processing and analysis

ST Thiele, M Kirsch, S Lorenz, H Saffi… - Frontiers in Earth …, 2024 - frontiersin.org
Hyperspectral imaging is gaining widespread use in the resource sector, with applications in
mineral exploration, geometallurgy and mine mapping. However, the sheer size of many …

GraphFlow v1. 0: approximating groundwater contaminant transport with graph-based methods–an application to fault scenario selection

L Moracchini, G Pirot, K Bardot… - Geoscientific Model …, 2024 - gmd.copernicus.org
Groundwater contaminant transport problems remain challenging with respect to their
computing requirements. Thus, it often limits the exploration of conceptual uncertainty, that is …

[PDF][PDF] No Location Left Behind: Introducing the Fairness Assessment for Implicit Representations of Earth Data

D Cai, R Balestriero - ml4physicalsciences.github.io
Encoding and predicting physical measurements such as temperature or carbon dioxide is
instrumental to many high-stakes challenges–including climate change. Yet, all recent …

Fault Representation in Structural Modelling with Implicit Neural Representations

K Gao, F Wellmann - 2024 - eartharxiv.org
Implicit neural representations have been demonstrated to provide a flexible and scalable
framework for computer graphics and three-dimensional modelling and, consequently, have …