Optimization, digitalization and robotization of oil and gas technological processes based on
the use of artificial intelligence methods are among the prevailing trends of the 21st century …

We present a data-driven and physics-informed algorithm for drilling accident forecasting.
The core machine-learning algorithm uses the data from the drilling telemetry representing …

We present an approach for interpreting a black-box alarming system for forecasting
accidents and anomalies during the drilling of oil and gas wells. The interpretation …

In order to avoid potential personnel and financial losses, the evaluation of pre-drilling safety
is of great importance in oil and gas exploration and development. This paper presents a …

Объектом исследования являются методы предупреждения осложнений при бурении
скважин в различных горно-геологических условиях. Цель работы разработка …