1530-1550 227659

Well Network-fracture Network Coupling Optimization Method For Tight Oil Reservoirs Based On The Sade-sammon Algorithm

J. Chen, Unconventional Petroleum Research Institute; D. WANG, K. SONG, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum

1550-1610 227369

Reserve Estimation Based On Post-stack Seismic Inversion Using Multilayer Perceptron, Random Forest, And Extra Tree Regression Algorithms

L.M. Surachman, Geoscience Department-CPG-KFUPM; A. Abdulraheem, Petroleum Engineering Department-CPG-KFUPM; A. Al-shuhail, S.I. Kaka, Geoscience Department-CPG-KFUPM

1610-1630 226993

Mitigating Phase-Redistribution Effects In Pressure Transient Analysis Using Physics-guided Neural Networks

M. Corrales, S. Asnin, M. Ravasi, H. Hoteit, King Abdullah University of Science & Technology (KAUST); Q. Sahu, H. Qanadeely, M. Al-Odah, R. Phillips Guerrero, EXPEC ARC, Saudi Aramco

1630-1650 227181

Revolutionizing Lower Completions Design Through Unsupervised Machine Learning Clustering: An Integration Of Well Construction Data And Reservoir Characteristics

B. Mutairi, Saudi Aramco; Y. Wang, M. Alahmadi, Saudi Aramco PE&D; E.Z. Ferreira, Baker Hughes Do Brasil Ltda; A. Vianna, BAKER HUGHES; S. Alsurayie, Baker Hughes Co. Saudi Arabia

Alternate 227767

Enhancing Seismic Feature Quality With Transformer-based Models For Mud Weight Prediction

K.A. Khemraev, N. Zinovich, G.A. Peshkov, Aramco Innovations; N. Bukhanov, Aramco

Alternate 227255

Machine Learning-based Fault Detection And Diagnosis In Distillation Column Scanning

S.M. Ebrahim, Kuwait Institute for Scientific Research- Petroleum Research Center (PRC)

Alternate 227205

A Data-driven Model To Predict Competitive Adsorption Of CH4 And CO2 During CO2-Enhanced Coal Bed Methane Process

I. Spivakova, S. Kalam, P. Pourafshary, Nazarbayev University

Alternate 227013

Distributed Machine Learning Training In Oil And Gas Industry Via Federated Learning

Z. Bayraktar, N. Baklanov, M. Abuhaikal, SLB