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Proceedings Papers
Deep Learning-Based and Kernel-Based Proxy Models for Nonlinearly Constrained Life-Cycle Production Optimization
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212690-MS
... applications. upstream oil & gas artificial intelligence gradient united states government optimization constraint neural network npv algorithm denote reynolds stosag ls-svr proxy simulation iteration prediction convergence criteria deep learning machine learning proxy-based...
Proceedings Papers
Applying Statistical Learning to Quantitative Well Log Analysis
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-186044-MS
... porosity statistical learning Denote Well Log analysis equation society of petroleum engineers Introduction Well logs are measurements of various physical properties of rock layers in an oil well. Most importantly, well logs are used to determine from which depths oil or gas can be produced...