Andrzej Tunkiel

Andrzej Tunkiel

ABB Corporate Research - Västerås / Sweden
Engineering & Technology / Computer Science
AD Scientific Index ID: 5580017
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person_outline Andrzej Tunkiel's MOST POPULAR ARTICLES
1-) Data-driven sensitivity analysis of complex machine learning models: A case study of directional drillingAT Tunkiel, D Sui, T WiktorskiJournal of Petroleum Science and Engineering 195, 107630, 2020352020
2-) Reference dataset for rate of penetration benchmarkingAT Tunkiel, D Sui, T WiktorskiJournal of Petroleum Science and Engineering 196, 108069, 2021332021
3-) Impact of data pre-processing techniques on recurrent neural network performance in context of real-time drilling logs in an automated prediction frameworkAT Tunkiel, D Sui, T WiktorskiJournal of Petroleum Science and Engineering 208, 109760, 2022252022
4-) Drilling data quality improvement and information extraction with case studiesSCH Geekiyanage, A Tunkiel, D Suijournal of petroleum Exploration and Production 11, 819-837, 2021202021
5-) Downhole data correction for data-driven rate of penetration prediction modelingMA Encinas, AT Tunkiel, D SuiJournal of Petroleum Science and Engineering 210, 109904, 2022192022