Yanguang Zhou

Programmable Shape-Morphing in Homogeneous Hydrogels via Interfacial Confinement

Abstract Programmable shape-morphing in hydrogels typically requires complex chemical gradients or oriented fillers, which strongly limits its scalability. Here, we design a geometric strategy to induce anisotropic deformation in homogeneous hygroscopic hydrogels through interfac...

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...