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Velizar Vesselinov
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Proceedings Papers

Machine Learning-Based Drilling System Recommender: Towards Optimal BHA and Fluid Technology Selection

Gregory Skoff, Fatma Mahfoudh, Cheolkyun Jeong, Sergey Makarychev-Mikhailov, Oleh Petryshak, Velizar Vesselinov, Crispin Chatar, Vijay Bondale, Manju Devadas
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 7–9, 2023
Paper Number: SPE-212559-MS
DOI: https://doi.org/10.2118/212559-MS
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How Drilling Fluids Affect Drilling Performance: Big Data Analysis

Daria Khvostichenko, Mathieu Champeau, Joseph Powell, Velizar Vesselinov, Greg Skoff, Mario Bouguetta, Yezid Arevalo, Sergey Makarychev-Mikhailov
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 8–10, 2022
Paper Number: SPE-208688-MS
DOI: https://doi.org/10.2118/208688-MS
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DDNet: A Multi-Agent Decision Making and Evaluation in Drilling with Looking-Ahead Simulation

Yingwei Yu, Cheolkyun Jeong, Wei Chen, Yuelin Shen, Velizar Vesselinov, Sylvain Chambon
Paper presented at the IADC/SPE International Drilling Conference and Exhibition, March 8–10, 2022
Paper Number: SPE-208736-MS
DOI: https://doi.org/10.2118/208736-MS
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Training an Automated Directional Drilling Agent with Deep Reinforcement Learning in a Simulated Environment

Yingwei Yu, Wei Chen, Qiuhua Liu, Minh Chau, Velizar Vesselinov, Richard Meehan
Paper presented at the SPE/IADC International Drilling Conference and Exhibition, March 8–12, 2021
Paper Number: SPE-204105-MS
DOI: https://doi.org/10.2118/204105-MS
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