This second edition of The Illustrated Wavelet Transform Handbook: Introductory Theory and
Applications in Science, Engineering, Medicine and Finance has been fully updated and …

Lithology identification is a fundamental task in well log interpretation. Considering the
presence of substantial unlabeled data in the field of petroleum exploration, this paper …

The main objective of this paper is to prove the capability of the fuzzy clustering algorithm for
discriminating between lithofacies that are derived from the borehole log data of Ordovician …

苏里格气田苏东41-33 区块具有低孔, 低渗透, 非均质性强的特点, 其奥陶系马家沟组碳酸盐岩储
层受多期不同类型构造, 沉积等作用, 岩性复杂多样, 对岩性的准确识别成为研究区开发的重点和 …

Manually interpreting multivariate drill hole data is very time-consuming, and different
geologists will produce different results due to the subjective nature of geological …

Determining the formation rock type and their petrophysical properties using well-log data is
necessary for resource assessment. Formation porosity, shale content, and saturations must …

A 3D geology model is a simplified version of the true geology, designed to give a visual
summary of the geometry and distribution of major geological elements in a specified region …

Accurate lithology identification is fundamentally crucial to reservoir evaluation from
geophysical well logs. However, the traditional way of lithological identification is carried out …

Abstract The power of Machine Learning is demonstrated for automatic interpretation of well
logs and determining reservoir properties for volume of shale, porosity, and water saturation …

The collection of sensor-based data is dramatically increased in the mining industry. One of
the widely used applications of the collected data is to identify rock domains and to estimate …