2 papers
cs.LG2025
Neural Contrast Expansion for Explainable Structure-Property Prediction and Random Microstructure Design
Guangyu Nie, Yang Jiao, Yi Ren
Effective properties of composite materials are defined as the ensemble average of property-specific PDE solutions over the underlying microstructure distributions. Traditionally,…
cond-mat.soft2025
Active Hyperuniform Networks of Chiral Magnetic Micro-Robotic Spinners
Jing Wang, Zihao Sun, Huaicheng Chen +7
Disorder hyperuniform (DHU) systems possess a hidden long-range order manifested as the complete suppression of normalized large-scale density fluctuations like crystals, which end…