|8:35 - 9:00||An Organic Porosity Evolution Model through Machine Learning, Example from Upper Devonian Duvernay Formation, Western Canada Sedimentary Basin
Zhuoheng Chen, Jon Liu, Edward Little, Jijin Yang, Yu Zhou & Dennis Jiang
|9:00 - 9:25||Machine Learning Strategies to Perform Facies Classification
|9:25 - 9:50||Unsupervised machine learning applications for seismic facies classification
Satinder Chopra, Ritesh Kumar Sharma and James Keay
|9:50 - 10:35||
|10:35 - 11:00||Use of theory-guided neural networks to perform seismic inversion
Jonathan E. Downton and Daniel P. Hampson
|11:00 - 11:25||A comparison of Machine Learning methods for seismic inversion to estimate velocity and density
|11:25 - 11:50||Data Driven Models Using Machine Learning Methods to Predict Well Productivity in Montney Formations
Shengnan Chen and Shuhua Wang
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