New materials, old physics – the science behind how your winter jacket keeps you warm

Winter jackets may seem simple, but sophisticated engineering allows them to keep body heat locked in, while staying ...
IEEE

A Physics-Informed Unsupervised Domain Adaptation Regression Network for Lifetime Prediction of IGBTs

Abstract: Deep learning (DL)-based remaining useful life (RUL) prediction methods are widely used in the reliability assessment of power semiconductor devices. However, they oftentimes lack the ...
Arvin Ash on MSN

I explain physics in just 15 minutes!

Classical Mechanics:** Newton’s second law (F = ma) explains the relationship between force, mass, and acceleration. The law ...
IEEE

Physics-Informed Neural Network-Based Open Set Classification of Neighboring Vehicle Motion for Decision-Making in Autonomous Driving

Abstract: In this paper, a method for inferring the motion intentions of a neighboring vehicle ahead of an ego vehicle using a physics-informed deep neural network-based open-set classification ...