AI for Seismic Processing and Log Interpretation

Wednesday, 14 January

1100 - 1230

Technical Session Room 3

Technical Session

This session includes abstract-only submissions for 25238 and 25198. Abstract-only submissions denote that the author/speaker(s) have opted for abstract only submission, and these technical papers are not available in the Digital Proceedings/OnePetro.

Session Chairpersons

Song Hou - Viridien Group

Siddharth Misra - Texas A&M University

1100-1120 25205
Successful Application of Machine Learning to Generate Petrophysically-consistent Acoustic Slowness During Logging while Drilling

L. Wu, A. Hanif, Baker Hughes
1120-1140 25238
Integrated ML Workflow for Joint Fault and Horizon Extraction on Mega Seismic Surveys in the Middle East

G. Loginov, Viridien; K.A. Obaid, Abu Dhabi National Oil Company; A. Triki, S. Hou, VIRIDIEN
1140-1200 25217
Machine Learning Based Automated Pressure Testing in Carbonate Formations of UAE

M. Sarili, A. Kumar, SLB Middle East; F. Ahmed, SLB; M. Yaacoub, SLB Middle East; E. Ravni, M. Butler, V. Kumar, SLB; T. Pillai, Occidental; K. Elaieni, Occidental Petroleum Corp.; S. Alsiyabi, Oxy Oil & Gas Corp; S. Bose, Occidental; O. Soare, Occidental of Oman Inc.; F. Dubost, Schlumberger Petrotechnical Services
1200-1220 25252
Hydrocarbon Identification Using Supervised Machine Learning: Seismic Image Segmentation and Multi-attribute Analysis Validated by Production and Log Data

O. Al-Farisi, M. Gibrata, G. Ameish, Y. Djanuar, J. Lozano, L. Rouis, Dragon Oil PLC.
Alternate 25191
Hybrid AI Framework for Predicting Geomechanical Risks and Hole Instability During Well Planning

S. Abaalharith, B. Zomarah, B. Otaibi, B. Rachman, Saudi Aramco
Alternate 25234
Physics-informed Neural Network for Robust Petrophysical Interpretation with Learnable Physical Parameters

S. Acharya, K. Fabian, Norwegian University of Science & Technology; K. Westeng, Aker BP ASA
Alternate 25198
Deep Learning-based Deghosting in Marine Seismic Data Processing

R. Van Borselen, Shearwater Geoservices
Alternate 25257
A New Well Testing Interpretation Method Based on Artificial Neural Network and Iterative Closest Point for Multi-stage Fracturing Horizontal Wells

X. Guo, C. Zhiming, X. Sun, C. Huang, Q. Feng, China University of Petroleum, Beijing; K. Sepehrnoori, The University of Texas At Austin; X. Liao, J. Zhang, China University of Petroleum Beijing
Alternate 25219
Ai - Powered Fracture Gradient and Caprock Evaluation to Define Optimal Plug Depths for Efficient Well Abandonment

A. Dahlan, H. Harris Lee, J. Mohd Shah, R.N. Paramanathan, N. Abdul Wahab, PETRONAS
Alternate 25179
Perfecting The Data, Not the Model: Interactive Multi-volume Deep Learning for Complex 3D Geobody Interpretations

S. Salamoff, E. Holtar, Bluware Inc

Event Programme

AI for Seismic Processing and Log Interpretation