Abstract: The detection and monitoring of oil–gas–water three-phase flow is highly demanded in oil–gas well industry. Concentrating on combining the three substates of oil, gas, and water to form a ...

Abstract: This article proposes a machine-learning (ML) method to accelerate atomic-level device simulation. The main idea is to utilize graph convolutional network (GCN) to predict the potential ...

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