Accelerated Discovery of Solvation Structure Engineering for Stable Aqueous Rechargeable Zinc Batteries via Physics‐Guided Bayesian Active Learning (Small 23/2025)

Aqueous Zinc Batteries Aqueous zinc batteries, despite their advantages in safety and performance, suffer from water-based side reactions like hydrogen evolution and corrosion. In article number 2411632, Jonggeol Na, Kwan Woo Nam, and co-workers propose a novel electrolyte that enhances stability by suppressing these side reactions and maximizing performance through solvation structure optimization. In particular, it is noteworthy that only 26 experiments were conducted based on physics-guided Bayesian active learning.