Research output

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  1. 2024
  2. Published

    Evaluating Multi-target Regression Framework for Dynamic Condition Prediction in Wellbore

    Keshavarz, S., Elmgerbi, A., Vita, P. & Thonhauser, G., 23 Apr 2024, In: The Arabian journal for science and engineering.

    Research output: Contribution to journal › Article › Research › peer-review

  3. Published

    Deep reinforcement learning algorithm for wellbore cleaning across drilling operation

    Keshavarz, S., Elmgerbi, A. & Thonhauser, G., 25 Mar 2024, Fourth EAGE Digitalization Conference & Exhibition, Mar 2024, Volume 2024, p.1 - 5. Vol. 2024.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  4. 2023
  5. Published

    Cellulose nanocrystals (CNCs) as a potential additive for improving API class G cement performance: An experimental study

    Elmgerbi, A., Abou Askar, I., Fine, A., Thonhauser, G. & Ashena, R., Jun 2023, In: Natural Gas Industry. B. 10.2023, 3, p. 233-244 12 p.

    Research output: Contribution to journal › Article › Research › peer-review

  6. Published

    Application of machine learning to determine the shear stress and filtration loss properties of nano-based drilling fluid

    Cai Ning, Y., Ridha, S., Umer Ilyas, S., Krishna, S., Dzulkarnain, I. & Abdurraham, M., Apr 2023, In: Journal of Petroleum Exploration and Production Technology. 13.2023, April, p. 1031-1052 22 p.

    Research output: Contribution to journal › Article › Research › peer-review

  7. Published

    A Reinforcement Learning Approach for Real-Time Autonomous Decision-Making in Well Construction

    Keshavarz, S., Vita, P., Rückert, E., Ortner, R. & Thonhauser, G., 19 Jan 2023, SPE AI Symposium 2023: Leveraging Artificial Intelligence to Shape the Future of the Energy Industry. (Society of Petroleum Engineers - SPE Symposium: Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, AIS 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  8. 2022
  9. Published

    Performance investigation of a drag-based hydrokinetic turbine considering the effect of deflector, flow velocity, and blade shape

    Maldar, N. R., Yee, N. C., Oguz, E. & Krishna, S., 15 Dec 2022, In: Ocean Engineering. 2022, Vol.266, Part2 15 December, 22 p., 112765.

    Research output: Contribution to journal › Article › Research › peer-review

  10. E-pub ahead of print

    Ultrasound velocity profiling technique for in-line rheological measurements: A prospective review

    Krishna, S., Thonhauser, G., Kumar, S., Elmgerbi, A. & Ravi, K., 2 Nov 2022, (E-pub ahead of print) In: Measurement. 205.2022, December, 19 p., 112152.

    Research output: Contribution to journal › Article › Research › peer-review

  11. Published

    Synthesis and application of cellulose acetate-acrylic acid-acrylamide composite for removal of toxic methylene blue dye from aqueous solution

    Rana, J., Goindi, G., Kaur, N., Krishna, S. & Kakati, A., 15 Sept 2022, In: Journal of Water Process Engineering. 49.2022, October, 14 p., 103102.

    Research output: Contribution to journal › Article › Research › peer-review

  12. Published

    A comprehensive review of nanoparticles: Effect on water-based drilling fluids and wellbore stability

    Abdullah, A. H., Ridha, S., Mohshim, D. F., Yusuf, M., Kamyab, H., Krishna, S. & Maoinser, M. A., 1 Sept 2022, In: Chemosphere. 308.2022, December, Part 1, 17 p., 136274.

    Research output: Contribution to journal › Article › Research › peer-review

  13. E-pub ahead of print

    Holistic autonomous model for early detection of downhole drilling problems in real-time

    Elmgerbi, A. & Thonhauser, G., 20 Jun 2022, (E-pub ahead of print) In: Process safety and environmental protection. 164.2022, August, p. 418-434 17 p.

    Research output: Contribution to journal › Article › Research › peer-review

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