Sung Hyuk Park

Uncertainty-aware active-learning design of high-strength, corrosion-resistant as-extruded Mg–Al–Zn–Mn–Ca–Y alloys using Bayesian neural networks

The present study proposes an uncertainty-aware design framework for as-extruded Mg–Al–Zn–Mn–Ca–Y alloys by integrating Bayesian neural network (BNN)-based property prediction, uncertainty-driven active learning (AL), and experimental validation. In the present AL cycle, tensile-...