A novel evaluation strategy to artificial neural network model based on bionics
S Tian, J Zhang, X Shu, L Chen, X Niu… - Journal of Bionic …, 2022 - Springer
With the continuous deepening of Artificial Neural Network (ANN) research, ANN model
structure and function are improving towards diversification and intelligence. However, the …
structure and function are improving towards diversification and intelligence. However, the …
Synchronization dynamics on power grids in Europe and the United States
Dynamical simulation of the cascade failures on the Europe and United States (US) high-
voltage power grids has been done via solving the second-order Kuramoto equation. We …
voltage power grids has been done via solving the second-order Kuramoto equation. We …
Electric Vehicle Charging Planning: A Complex Systems Perspective
In this paper, we introduce an innovative framework for the strategic planning of electric
vehicle (EV) charging infrastructure within interconnected energy-transportation networks …
vehicle (EV) charging infrastructure within interconnected energy-transportation networks …
Ensembles of realistic power distribution networks
The power grid is going through significant changes with the introduction of renewable
energy sources and the incorporation of smart grid technologies. These rapid advancements …
energy sources and the incorporation of smart grid technologies. These rapid advancements …
Network bypasses sustain complexity
E Estrada, J Gómez-Gardeñes… - Proceedings of the …, 2023 - National Acad Sciences
Real-world networks are neither regular nor random, a fact elegantly explained by
mechanisms such as the Watts–Strogatz or the Barabási-Albert models, among others. Both …
mechanisms such as the Watts–Strogatz or the Barabási-Albert models, among others. Both …
[HTML][HTML] Dynamical heterogeneity and universality of power-grids
Electric power systems during transient states are extensively investigated using variations
of the Kuramoto model to analyze their dynamic behavior. However, the majority of current …
of the Kuramoto model to analyze their dynamic behavior. However, the majority of current …
Resilience measurement and analysis of intercity public transportation network
X Chen, S Ma, L Chen, L Yang - Transportation Research Part D: Transport …, 2024 - Elsevier
The resilience measurement of intercity public transportation networks is of great
significance for the region's safety and sustainability. This study discusses the topological …
significance for the region's safety and sustainability. This study discusses the topological …
Bringing physics into the coarse‐grid selection: Approximate diffusion distance/effective resistance measures for network analysis and algebraic multigrid for graph …
B Lee - Numerical Linear Algebra with Applications, 2024 - Wiley Online Library
In a recent paper, the author examined a correlation affinity measure for selecting the coarse
degrees of freedom (CDOFs) or coarse nodes (C nodes) in systems of elliptic partial …
degrees of freedom (CDOFs) or coarse nodes (C nodes) in systems of elliptic partial …
Searching for heavy-tailed probability distributions for modeling real-world complex networks
Perhaps the most recent controversial topic in network science research is to determine
whether real-world complex networks are scale-free or not. Recently, Broido and Clauset …
whether real-world complex networks are scale-free or not. Recently, Broido and Clauset …
Synchronization dynamics of phase oscillators on power grid models
We investigate topological and spectral properties of models of European and US-American
power grids and of paradigmatic network models as well as their implications for the …
power grids and of paradigmatic network models as well as their implications for the …