3 papers
physics.soc-ph2026
Effective Graph Resistance as Cumulative Heat Dissipation
Xiangrong Wang, Xin Yu, Zongze Wu +1
Effective graph resistance is a fundamental structural metric in network science, widely used to quantify global connectivity, compare network architectures, and assess robustness…
physics.soc-ph2025
Directionality-induced jamming in multiplex networks
Mateo Bouchet, Alejandro Tejedor, Xiangrong Wang +1
We study diffusion on multiplex networks with directed interlayer couplings. We demonstrate both numerically and analytically that even with undirected layers, interlayer direction…
physics.soc-ph2025
Predicting the critical behavior of complex dynamic systems via learning the governing mechanisms
Xiangrong Wang, Dan Lu, Zongze Wu +4
Critical points separate distinct dynamical regimes of complex systems, often delimiting functional or macroscopic phases in which the system operates. However, the long-term predi…