New deep learning model enhances roadside air pollutant forecasting accuracy

A research team led by Prof. Li Xiangxian from the Anhui Institute of Optics and Fine Mechanics, the Hefei Institutes of ...
IEEE

Prediction Method for the Remaining Useful Life of Power MOSFETs Based on Deep Learning

Abstract: Power switching devices serve as critical components in power conversion systems, making their lifespan evaluation essential for ensuring the safe and reliable operation of such systems. To ...
IEEE

Low-Earth Orbital Lifetime Prediction Based on Parameter Sensitivity Analysis and Deep Learning

Abstract: This article proposes an intelligent prediction method for the orbital lifetime of resident space objects (RSOs) in low-Earth orbit. This method is intended to satisfy the computational ...
C&EN

Mechanism-Aware Deep Learning for Polar Reaction Prediction

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Accurately predicting chemical reactions is essential for driving innovation in ...
PNAS

A protein dynamics–based deep learning model enhances predictions of fitness and epistasis

Predicting the effects of multiple mutations on protein function is challenging due to the intricate interplay between residues. Machine learning has advanced these efforts, but traditional neural ...