Oil-gas-water multiphase flow pattern identification is widely existed in aerospace, petrochemical and other fields. Existing identification technologies may have problems such as interference, high ...

To comprehend the complex flow structure and elucidate the dynamic evolution mechanism of horizontal oil-water two-phase flow, a more precise and effective method for identifying and analyzing flow ...

This study develops a robust machine learning model based on artificial neural networks to classify six flow patterns in oil-water two-phase flow within horizontal pipelines, a key aspect for ensuring ...

In patients presenting with acute coronary syndromes (ACS), impaired coronary blood flow (CBF) after percutaneous coronary interventions (PCI) is linked to mortality. We developed a novel ...

Michigan lawmakers and transportation officials are exploring a mileage-based road usage charge as a long-term solution to declining fuel tax revenues. The proposed initiative would charge drivers ...