output
20022026
most citedFinding statistically significant communities in networks

1.2k citations

Showing 2026 · quant-phShow all

8 papers · 2 filters

quant-ph2026★ 1 cited

Harnessing a 256-qubit Neutral Atom Simulator for Graph Classification

Edoardo Giusto, Gabriele Iurlaro, Bartolomeo Montrucchio +5

Neutral atom platforms are analogue quantum simulators that offer the possibility to map graphs onto a 2D qubit register using programmable Rubidium atoms arrays, whose valence ele…

quant-ph2026★ 4 cited

Neural-powered unit disk graph embedding: qubits connectivity for some QUBO problems

Chiara Vercellino, Paolo Viviani, Giacomo Vitali +5

Graph embedding is a recurrent problem in quantum computing, for instance, quantum annealers need to solve a minor graph embedding in order to map a given Quadratic Unconstrained B…

quant-ph2026★ 3 cited

Neural optimization for quantum architectures: graph embedding problems with Distance Encoder Networks

Chiara Vercellino, Giacomo Vitali, Paolo Viviani +5

Quantum machines are among the most promising technologies expected to provide significant improvements in the following years. However, bridging the gap between real-world applica…

quant-ph2026★ 5 cited

BBQ-mIS: a parallel quantum algorithm for graph coloring problems

Chiara Vercellino, Giacomo Vitali, Paolo Viviani +5

Among the limitations of current quantum machines, the qubits count represents one of the most critical challenges for porting reasonably large computational problems, such as thos…

quant-ph2026

Harnessing DEN models for quantum computing tasks on neutral atom QPUs

Chiara Vercellino, Giacomo Vitali, Paolo Viviani +3

We present our work on effectively representing unit-disk graphs on the registers of neutral atom quantum machines. Specifically, we aimed to embed graphs corresponding to proteins…

quant-ph2026★ 1 cited

Three ways to share a QPU: Scheduling strategies for hybrid Quantum-HPC applications

Marco Cipollini, Simone Rizzo, Sergio Iserte +21

As quantum computing (QC) technologies mature, their integration into established high-performance computing (HPC) infrastructures is becoming a central objective for next-generati…