Hualiang Huang

Integrating Advanced Research Methods into Teaching Practice: Optimization of Water Caltrop Shell Extract Yield as a Green Corrosion Inhibitor Based on Response Surface Methodology

Abstract Traditional laboratory teaching often relies heavily on confirmatory experiments, which may provide limited opportunities for students to practice experimental design, data interpretation, and model-based decision-making. Building on our group’s prior work, we designed a...