These are exciting times for quantum physics as new quantum technologies are expected to
soon transform computing at an unprecedented level. Simultaneously network science is …

Quantum social network analysis (QSNA) is a recent advancement in the interdisciplinary
field of quantum computing and social network analysis. This manuscript comprehensively …

Link prediction aims to anticipate the probability of a future connection between two nodes in
a given network based on their previous interactions and the network structure. Link …

Protein–protein interaction (PPI) networks consist of the physical and/or functional
interactions between the proteins of an organism, and they form the basis for the field of …

Motivation Disease gene prioritization methods assign scores to genes or proteins
according to their likely relevance for a given disease based on a provided set of seed …

Quantum walks have proven to be a universal model for quantum computation and to
provide speed-up in certain quantum algorithms. The discrete-time quantum walk (DTQW) …

We study spatial search with continuous-time quantum walks on real-world complex
networks. We use smaller replicas of the Internet network obtained with a recent geometric …

Link prediction methods use patterns in known network data to infer which connections may
be missing. Previous work has shown that continuous-time quantum walks can be used to …

Link prediction in bipartite networks aims to identify or predict possible links between nodes
of different types based on known network information. However, most existing studies …

Quantum walks provide a natural framework to approach graph problems with quantum
computers, exhibiting speedups over their classical counterparts for tasks such as the …