ABO3 materials clustering with quantum swap-test algorithm

doi:10.1016/j.commatsci.2025.114178

ABO3 materials clustering with quantum swap-test algorithm

2025-08-07

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M

Mosayeb Naseri *

M

Maicon Pierre Lourenço

DOI：10.1016/j.commatsci.2025.114178

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Abstract

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• Quantum-inspired clustering applied to ABO3 perovskite materials dataset. • Swap-test circuit used to compute quantum similarities for unsupervised clustering. • Achieved ∼80 % accuracy in distinguishing perovskites vs. non-perovskites. • SrTiO3-based quantum distance sorting yielded ∼84 % accuracy in classification.

Keywords:

quantum-inspired clustering

swap-test circuit

perovskite materials

unsupervised clustering

quantum distance sorting

ABO3 materials clustering with quantum swap-test algorithm

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