| Reference dataset for rate of penetration benchmarking AT Tunkiel, D Sui, T Wiktorski Journal of Petroleum Science and Engineering 196, 108069, 2021 | 32 | 2021 |
| Data-driven sensitivity analysis of complex machine learning models: A case study of directional drilling AT Tunkiel, D Sui, T Wiktorski Journal of Petroleum Science and Engineering 195, 107630, 2020 | 29 | 2020 |
| Impact of data pre-processing techniques on recurrent neural network performance in context of real-time drilling logs in an automated prediction framework AT Tunkiel, D Sui, T Wiktorski Journal of Petroleum Science and Engineering 208, 109760, 2022 | 25 | 2022 |
| Drilling dataset exploration, processing and interpretation using volve field data AT Tunkiel, T Wiktorski, D Sui International Conference on Offshore Mechanics and Arctic Engineering 84430 …, 2020 | 17 | 2020 |
| Drilling data quality improvement and information extraction with case studies SCH Geekiyanage, A Tunkiel, D Sui journal of petroleum Exploration and Production 11, 819-837, 2021 | 16 | 2021 |
| Training-while-drilling approach to inclination prediction in directional drilling utilizing recurrent neural networks AT Tunkiel, D Sui, T Wiktorski Journal of Petroleum Science and Engineering 196, 108128, 2021 | 16 | 2021 |
| Rotary steerable systems: mathematical modeling and their case study CPS Andrade, JL Saavedra, A Tunkiel, D Sui Journal of Petroleum Exploration and Production Technology 11, 2743-2761, 2021 | 15 | 2021 |
| Downhole data correction for data-driven rate of penetration prediction modeling MA Encinas, AT Tunkiel, D Sui Journal of Petroleum Science and Engineering 210, 109904, 2022 | 14 | 2022 |
| Autonomous flow control system and methodology A Tunkiel, T Moen, A Rudic, G Chochua US Patent 9,896,906, 2018 | 14 | 2018 |
| Sand control system and methodology EE Riisem, P Petukhov, A Tunkiel, A Mainy, T Moen, MD Langlais US Patent 10,808,506, 2020 | 12 | 2020 |
| Continuous drilling sensor data reconstruction and prediction via recurrent neural networks AT Tunkiel, T Wiktorski, D Sui International Conference on Offshore Mechanics and Arctic Engineering 84317 …, 2020 | 9 | 2020 |
| Quantitative evaluation of imputation methods using bounds estimation of the coefficient of determination for data-driven models with an application to drilling logs J Cao, AT Tunkiel, Ø Arild, D Sui SPE Journal 28 (04), 1895-1911, 2023 | 7 | 2023 |
| Sand control system and methodology employing a tracer MD Langlais, AT Tunkiel, EE Riisem US Patent App. 14/472,723, 2015 | 3 | 2015 |
| Prediction, interpolation and extrapolation of drilling data with Deep Learning A Tunkiel Stavanger: University of Stavanger, 2022 | | 2022 |
| Automated Iterative Gap Filling Method for Drilling Logs and Other Data Series AT Tunkiel, D Sui, T Wiktorski International Conference on Offshore Mechanics and Arctic Engineering 85208 …, 2021 | | 2021 |
| System and method for dispersing fluid flow from high speed jet A Tunkiel, K Beranger US Patent 10,900,338, 2021 | | 2021 |
| Autonomous flow control system and methodology T Moen, AT Tunkiel US Patent 10,145,223, 2018 | | 2018 |
