The availability of log data is paramount in shaping reservoir development strategiesand enabling well-informed decision-making. A greater volume of accessible logs directly enhances our understanding of subsurface formations. However, it's important to acknowledge that in practical scenarios, log values are not uniformly accessible at all points.
WAVERITY's Log Cube product introduces a creative solution to tackle this challenge through an inventive approach. By addressing the scarcity of log data, this product offers a unique means of enhancing our understanding of subsurface structures. Notably, along with predicting log values, it provides valuable insights into the associated uncertainties, enhancing our ability to make informed decisions.
The Log Cube product harnesses the power of machine learning methods to confidently estimate log values in regions where direct measurements are unavailable. This innovative solution introduces opportunities for advancing reservoir characterization and optimization efforts, representing a significant breakthrough in the field. It allows for the comprehensive prediction of log parameters, including Gamma-Ray, Density, and more, throughout the entire field, at a resolution close to well logs.