Nanowerk

Machine learning maps nanodiamond nanofluid performance on wavy surfaces

Researchers combine numerical modeling with neural networks to show how nanodiamond aggregation, magnetic fields, and surface ...
IEEE

Analysis of Respiratory Flow Signals Using Poincaré Plot Descriptors for Machine Learning-Based Prediction of Ventilator Weaning Success

Abstract: Acute respiratory distress syndrome (ARDS) is a severe pulmonary condition that often requires mechanical ventilation (MV) to ensure adequate gas exchange and minimize ventilator-induced ...
IEEE

Surge Arrester Failure Prediction and Protection in Power Systems: A Review of Simulation, Diagnostics, and Machine Learning Approaches

Abstract: Surge arresters are safety devices used to protect power system equipment such as switch gears, transmission network grids, and communication systems. They deliver a path to ground in the ...
Frontiers

Integrating machine learning with numerical simulation for 3D mineral prospectivity modeling in the Sanshandao-Haiyu gold belt, Eastern China

Numerical modeling of ore-forming dynamics and 3D mineral prospectivity modeling are pivotal for deep mineral exploration, though each has inherent constraints. Commercial software such as FIDAP and ...