Well Log Measurement Prediction Using Neural Networks with Keras

An example of predicting bulk density (RHOB) with Keras and illustrating impacts of normalisation on prediction results

Andy McDonald
Towards Data Science
11 min readOct 26, 2023

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Image representing neural networks combined with natural landscapes. Image generated by DALL-E 3.

Large amounts of data are acquired daily from wells around the world. However, the quality of that data can vary significantly from missing data to data…

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