High-precision geosteering via reinforcement learning and particle filters
Geosteering, a key component of drilling operations, traditionally involves manual
interpretation of various data sources such as well-log data. This introduces subjective …
interpretation of various data sources such as well-log data. This introduces subjective …
Strategic geosteering workflow with uncertainty quantification and deep learning: Initial test on the Goliat Field data
Continuous integration of real-time logging-while-drilling data into a subsurface model with
relevant geologic uncertainties enables strategic geosteering, a field-level optimization of …
relevant geologic uncertainties enables strategic geosteering, a field-level optimization of …
Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts
This paper aims to demonstrate the application of a new automatic geosteering method that
combines probabilistic interpretation with artificial intelligence (AI) for look-ahead decision …
combines probabilistic interpretation with artificial intelligence (AI) for look-ahead decision …
[HTML][HTML] Geosteering based on resistivity data and evolutionary optimization algorithm
M Pavlov, G Peshkov, K Katterbauer… - Applied Computing and …, 2024 - Elsevier
Currently, the oil and gas industry faces numerous challenges in addressing geosteering
issues in horizontal drilling. To optimize the extraction of hydrocarbon resources and to …
issues in horizontal drilling. To optimize the extraction of hydrocarbon resources and to …
A Probabilistic Reinforcement Learning Framework for Optimized Decision-Making in Geosteering
RB Muhammad - 2025 - uis.brage.unit.no
Geosteering refers to the process of intentionally adjusting the drilling trajectory to navigate
subsurface environment and maintain alignment with target formations. It is a key process …
subsurface environment and maintain alignment with target formations. It is a key process …
[PDF][PDF] Applied Computing and Geosciences
Currently, the oil and gas industry faces numerous challenges in addressing geosteering
issues in horizontal drilling. To optimize the extraction of hydrocarbon resources and to …
issues in horizontal drilling. To optimize the extraction of hydrocarbon resources and to …