Machine Learning and AI Applications I

Tuesday, 23 June

1100 - 1230

Lausanne

Technical Session

Session Chairpersons

1100-1120 233162
Part I: Exploring Machine Learning Potential for Temperature Integrated Modeling of Complex Fractured Reservoirs

T. Kaminski, J. Alvarez, R. Sawatzky, InnoTech Alberta; J. Leung, University of Alberta
1120-1140 233179
A 3D Latent Diffusion Model for Flow-Consistent Reservoir Parameterization

H. Li, B. Aslam, King Abdullah University of Science and Technology; X. He, M. Maucec, H. Kwak, Saudi Aramco PE&D; B. Yan, King Abdullah University of Science & Tech
1140-1200 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)
1200-1220 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

Conference Programme