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 …

Synchronization dynamics on power grids in Europe and the United States

G Ódor, S Deng, B Hartmann, J Kelling - Physical Review E, 2022 - APS
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 …

Electric Vehicle Charging Planning: A Complex Systems Perspective

AP Zhao, S Li, Z Li, Z Wang, X Fei, Z Hu… - … on Smart Grid, 2024 - ieeexplore.ieee.org
In this paper, we introduce an innovative framework for the strategic planning of electric
vehicle (EV) charging infrastructure within interconnected energy-transportation networks …

Ensembles of realistic power distribution networks

R Meyur, A Vullikanti, S Swarup… - Proceedings of the …, 2022 - National Acad Sciences
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 …

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 …

[HTML][HTML] Dynamical heterogeneity and universality of power-grids

B Hartmann, G Ódor, I Papp, K Benedek, S Deng… - … Energy, Grids and …, 2024 - Elsevier
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 …

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 …

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 …

Searching for heavy-tailed probability distributions for modeling real-world complex networks

T Chakraborty, S Chattopadhyay, S Das… - IEEE …, 2022 - ieeexplore.ieee.org
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 …

Synchronization dynamics of phase oscillators on power grid models

M Potratzki, T Bröhl, T Rings, K Lehnertz - Chaos: An Interdisciplinary …, 2024 - pubs.aip.org
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 …