Physicist delineates limits on the precision of quantum thermal machines

Quantum thermal machines are devices that leverage quantum mechanical effects to convert energy into useful work or cooling, ...
University of Chicago News

Fully automated lab system learns to grow materials on its own

Now, researchers at the University of Chicago Pritzker School of Molecular Engineering (UChicago PME) have built a ...
IEEE

Physics Informed Machine Learning (PIML) Methods for Estimating the Remaining Useful Lifetime (RUL) of Aircraft Engines

Abstract: This paper is aimed at using the newly developing field of physics informed machine learning (PIML) to develop models for predicting the remaining useful lifetime (RUL) aircraft engines. We ...
IEEE

An Internet-of-Things-Integrated Deep Learning Model for Fault Diagnosis in Industrial Rotating Machines

Abstract: Rotating machines are crucial in industries for reliable system operation, but unexpected failures can result in significant financial losses and personnel damage. Hence, fault diagnosis is ...