Machine Learning and AI Applications I

1100-1120 233162

Employing Machine Learning For Temperature Integrated Modelling Of Complex Fractured Reservoirs

T. Kaminski, J. Alvarez, InnoTech Alberta; J. Leung, University of Alberta; R. Sawatzky, InnoTech Alberta; N. Harris, University of Alberta

1120-1140 233170

Unsupervised Neural Spline Warping For Automated Well-log Depth Alignment

S. Acharya, Norwegian University of Science & Technology; K. Fabian, NTNU; K. Westeng, Aker BP

1140-1200 233179

Deep Learning Models For Geological Parameterization With Flow Simulation Validation

H. Li, B. Aslam, King Abdullah University of Science and Technology; B. Yan, King Abdullah University of Science & Tech

1200-1220 233180

Benchmarking Topological Awareness: A Comparative Study Of Physics-informed Vs. Learned Graph Architectures For System-level Anomaly Detection In Offshore Subsea Networks

M. Uygur, A. Polat, E. Yildirim, Turkish Petroleum Off-Shore Technology Center (TP-OTC)

Alternate 233181

Short-term Reservoir Forecasting For Operational Management: Applicability Limits Of Reservoir Simulation And Machine Learning Models

L.O. Pires, Centro de Estudo de Energia e Petróleo; B. Lavi, Centro De Estudo Do Petroleo - Cepetro; J. Bertini, D. Schiozer, Universidade Estadual De Campinas

Alternate 233173

Deep Learning For Efficient Monitoring Of Co₂ Plume Dynamics In Complex 3d Saline Aquifers With Faults And Fractures

Z. Tariq, King Abdullah University of Science and Technology

Alternate 233174

Solving Upstream Complexity: Agentic RAG And A2A Framework For Faster Subsurface Insights

N. Reddicharla, ADNOC Onshore

Alternate 233167

Machine Learning Model For Pipeline Failure Risk Prediction

S. Kamrava, Y. Fan, S. Bandyopadhyay, J. Miskimins, V. Anisi, Colorado School of Mines

Conference Programme 2026

Machine Learning and AI Applications I