📝 Quantum

Shallow IQP Circuits Generate Graphs with up to 128 Nodes, Maintaining Accuracy to 0.05 Total Variation

BLOG ARTICLE Published on November 14, 2025

Written by Rohail T.

Source: Quantum Zeitgeist 1 min read intermediate

Summary

Researchers demonstrate that compact quantum circuits, utilising readily available quantum hardware, successfully learn and reproduce the structural characteristics of complex networks, even without error correction, establishing a promising pathway for generative modelling in the emerging field of quantum computing.

#quantum computing business news #aachen qpu #bipartite graphs #degree distributions #edge-qubit encoding #erdős-rényi distributions #generative graph models #nisq era #shallow iqp circuits #spectral bipartivity #total variation distance
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