IEEE

Data-Driven Optimization of Aspect Ratio in Permanent Magnet Machines Using Deep Learning and SHAP Analysis

Abstract: The aspect ratio, defined as the ratio of the outer diameter to the stack length, is a critical parameter in permanent magnet (PM) machine design, with a profound impact on motor performance ...
IEEE

Robust Fault Detection in Industrial Machines Using Hybrid Transformer-DNN With Visualization via a Humanoid-Based Telepresence Robot

Abstract: Fault diagnosis in industrial systems remains a critical challenge due to complex operational conditions and the need for high accuracy in real-time applications. Traditional deep learning ...
Journal of Medical Internet Research

Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review

Passive sensing via wearable devices and smartphones, combined with machine learning (ML), enables objective, continuous, and noninvasive mental health monitoring. Objective: This study aimed to ...
Rock Paper Shotgun

Steam Controller review: even without a Steam Machine mate, this is a smartly crafted gamepad that puts PCs first

Well, one out of three ain’t bad. The second-generation Steam Controller is upon us, the sole survivor of Valve’s delays on its RAM-troubled new hardware. "Go on without us," the Steam Machine and ...
The Daily Campus

Engineering without the liberal arts is a broken machine

Students leave the Austin Building heading onwards to their next class, Storrs, CT, Oct. 6, 2025. The Austin Building is home to UConn’s English department. Photo by Nathan Galicinao, Grab ...