Concepedia

Andrzej T. Tunkiel

AT

8

Publications

226

Citations

8

H-Index

2020

Active since

Affiliations

University of Stavanger(Current)

Andrzej T. Tunkiel is an author at University of Stavanger specializing in engineering, data science, and management.

Top concepts

EngineeringData ScienceManagementData ModelingComputer ScienceDrillingData ManagementMachine LearningCivil EngineeringSystems Engineering

Publications per year

2020–2021

8

Publications

8

Data-driven sensitivity analysis of complex machine learning models: A case study of directional drilling

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2020 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Reference dataset for rate of penetration benchmarking

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2020 · 39 citations · Full text

Performance Benchmarking, Engineering, Machine Learning +18

Impact of data pre-processing techniques on recurrent neural network performance in context of real-time drilling logs in an automated prediction framework

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2021 · 33 citations · Full text

Downhole data correction for data-driven rate of penetration prediction modeling

Mauro A. Encinas, Andrzej T. Tunkiel, Dan Sui · Journal of Petroleum Science and Engineering · 2021 · 27 citations

Downhole Data Correction, Engineering, Data Science +7

Training-while-drilling approach to inclination prediction in directional drilling utilizing recurrent neural networks

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2020 · 20 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +18

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