2 papers
cond-mat.mtrl-sci2026
Precise Determination of the Long-Time Asymptotics of the Diffusion Spreadability of Two-Phase Media
Shaobing Yuan, Salvatore Torquato
The time-dependent diffusion spreadability is a powerful dynamical probe of the microstructure of two-phase heterogeneous media across length scales [Torquato, S.,…
physics.optics2024
Multiscale Physics-Informed Neural Networks for the Inverse Design of Hyperuniform Optical Materials
Roberto Riganti, Yilin Zhu, Wei Cai +2
In this article, we employ multiscale physics-informed neural networks (MscalePINNs) for the inverse design of finite-size photonic materials with stealthy hyperuniform (SHU) disor…