Network Science

Unifying network connectivity from geodesics to random walks via the random cluster model featured image
Network Science

Unifying network connectivity from geodesics to random walks via the random cluster model

Connectivity is a fundamental concept in network science, characterizing how interactions propagate through indirect pathways. While numerous connectivity metrics exist, such as …

xiangyi-meng
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Approximation for return time distributions of random walks on sparse networks featured image
Network Science

Approximation for return time distributions of random walks on sparse networks

We propose an approximation for the first return time distribution of random walks on undirected networks. We combine a message-passing solution with a mean-field approximation to …

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Dr. Erik Hormann
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