Abu Dhabi Oil Uses Machine Learning Hydrocarbon Prediction
Summary
European patent publication EP4182860A1, published April 15, 2026, discloses machine learning-based models for predicting hydrocarbon fluid properties, filed by Abu Dhabi National Oil Company and Abu Dhabi Company for Onshore Petroleum Operations Limited. The patent application covers neural network and deep learning approaches (G06N) applied to petroleum and chemical analysis (G16C, G01N) for hydrocarbon informatics. Multiple inventors are named including MAWLOD, Arwa Ahmed, MOHAN, Richard, GHORAYEB, Kassem, and MUSTAPHA, Hussein.
“HYDROCARBON FLUID PROPERTIES PREDICTION USING MACHINE-LEARNING-BASED MODELS”
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GovPing monitors EPO Patent Bulletin - AI & Computing (G06N) for new telecom & technology regulatory changes. Every update since tracking began is archived, classified, and available as free RSS or email alerts — 86 changes logged to date.
What changed
The EPO Patent Bulletin published application EP4182860A1 for Abu Dhabi National Oil Company and Abu Dhabi Company for Onshore Petroleum Operations Limited, covering machine learning models for hydrocarbon fluid properties prediction using neural networks, deep learning, and chemical informatics methods. The application is classified under multiple IPC categories including G06N (machine learning), G16C (chemical computing), and G01N (petroleum analysis).
Entities monitoring patent activity in the oil and gas sector should note this publication for competitive intelligence on AI applications in hydrocarbon analysis. The designated contracting states cover all major European Patent Convention member states.
Archived snapshot
Apr 26, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
HYDROCARBON FLUID PROPERTIES PREDICTION USING MACHINE-LEARNING-BASED MODELS
Publication EP4182860A1 Kind: A1 Apr 15, 2026
Applicants
Abu Dhabi National Oil Company, Abu Dhabi Company for Onshore Petroleum
Operations Limited
Inventors
MAWLOD, Arwa Ahmed, MOHAN, Richard, GHORAYEB, Kassem, MUSTAPHA, Hussein
IPC Classifications
G16C 60/00 20190101AFI20241220BHEP G01N 33/28 20060101ALI20241220BHEP G06N 20/10 20190101ALI20241220BHEP G06N 20/20 20190101ALI20241220BHEP G16C 20/30 20190101ALN20241220BHEP G16C 20/70 20190101ALN20241220BHEP G06N 3/08 20230101ALN20241220BHEP G06N 5/01 20230101ALN20241220BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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