Sichuan Technology and Business University

Predicting subsequent-year physical fitness assessment failure in university students using longitudinal data and explainable machine learning

Annual university physical fitness assessments are primarily used to describe students’ current fitness status, but their value for predicting failure in the subsequent year remains unclear. This study evaluated whether routinely collected physical fitness measurements could pred...

Coordination chemistry governing practical aqueous zinc batteries: From solvation-Shell reconstruction and interfacial complexation to failure-aware cell design

Aqueous zinc batteries combine nonflammable electrolytes and abundant Zn with attractive cost and safety, yet practical cells remain limited by chemistry that spans the Zn 2+ solvation shell, the electric double layer, and both electrode interfaces. This review develops a coordin...