Research output per year
Research output per year
Personal profile
Profile Summary
Research Engineer in Data Science and GeoEnergy, with a proven track record of leading high-impact R&D initiatives. Applied machine learning, statistical analysis, and Python development to drive innovative, data-driven solutions in the GeoEnergy and environmental sectors.
Research interests
Machine Learning for GeoEnergy and Environment applications.
Petroleum and GeoEnergy Data Science.
Classical ML, Time-series, Computer vision, Image processing.
Pressure Transient Analysis, Well Testing.
Roles & Responsibilities
Research Engineer at AutoWell
R&D Lead at AI Methane Tracker
Research Grants and Projects
UKRI ICURe discover grant for AI Methane Tracker
Global Innovation Challenge 2024-2025 for AI Methane Tracker
Research Group Contact Details
Research lab: GeoDataScience group
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep Learning Ensemble for Methane Emissions Detection in Satellite Imagery
Starikov, V., Demyanov, V. & Soobhany, A. R., Mar 2025, p. 1-5. 5 p.Research output: Contribution to conference › Paper › peer-review
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A New Automated Workflow for Well Monitoring Using Permanent Pressure and Rate Measurements
Shchipanov, A., Cui, B., Starikov, V., Muradov, K., Khrulenko, A., Zhang, N. & Demyanov, V., 17 Apr 2024, SPE Norway Subsurface Conference 2024. Society of Petroleum Engineers, SPE-218470-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
Feature Extraction and Pattern Recognition in Time-lapse Pressure Transient Responses
Starikov, V., Shchipanov, A., Demyanov, V. & Muradov, K., Nov 2024, In: Geoenergy Science and Engineering. 242, 213160.Research output: Contribution to journal › Article › peer-review
Open AccessFile20 Downloads (Pure) -
Unsupervised Classification of Flow Regime Features in Pressure Transient Responses
Starikov, V., Demyanov, V., Muradov, K. & Shchipanov, A., 27 Nov 2023, p. 1-5. 5 p.Research output: Contribution to conference › Paper › peer-review
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Development of Monitoring and Forecasting Technology Energy Efficiency of Well Drilling Using Mechanical Specific Energy
Kunshin, A., Dvoynikov, M., Timashev, E. & Starikov, V., 9 Oct 2022, In: Energies. 15, 19, 7408.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Citations (Scopus)2 Downloads (Pure)