Geoscience Articles

This is a collection of mainly geoscience articles that we hope you will find useful. We add to the collection on a regular basis so please come back and have another browse.

Multi-Attribute Seismic Analysis. Application of Unsupervised Neural Networks and Principal Component Analysis in Conventional and Unconventional Geologic Settings. Download the article here.

Reservoir characterisation with machine learning. The application of machine learning to classify seismic attributes at single sample resolution is producing results that reveal more reservoir characterisation information than is available from traditional interpretation methods. Download the article here.

Seismic interpretation below tuning. A seismic multi-attribute approach using self-organising maps enables a more accurate identification of thin beds identified than with standard seismic data. download the article here.