Statistical method broadens forecasts by modeling uncertainty beyond average outcomes

When it comes to statistics, we usually expect to be informed about what happens "on average." But sometimes the key ...
IEEE

A Statistical Prediction Method of AC Copper Loss in Random Wound Windings of Electrical Machines

Abstract: Due to the random behavior of conductors in machines with random windings, it is difficult to predict and calculate the Alternating Current (AC) copper loss. This paper proposes a practical ...
IEEE

Sample-Based Continuous Approximate Method for Constructing Interval Neural Network

Abstract: In safety-critical engineering applications, such as robust prediction against adversarial noise, it is necessary to quantify neural networks’ uncertainty. Interval neural networks (INNs) ...