Ningbo Polytechnic

Multi-objective and cross-scale inverse design of temperature-control materials via physics-constrained machine learning

Abstract Temperature-control materials, notably composite phase-change materials (CPCMs), show great potential for the thermal management of next-generation power electronics. However, the synergistic optimization of multiple performance metrics still relies heavily on Edisonian...

Tailoring Water-Shielding Electric Double Layer and Hydrophobic Solid Electrolyte Interphase for Parasitic Reaction-Free Zinc Metal Anode

Abstract Aqueous zinc-ion batteries (AZIBs) have attracted considerable interest due to their intrinsic merits, such as excellent safety, affordability, and eco-friendliness. However, the practical deployment is greatly limited by H2O-induced parasitic reactions at the zinc metal...