AINeutralarXiv – CS AI · 18h ago5/10
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Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification
Researchers present a quantum-classical hybrid system for material classification using polarimetric data, employing quantum SWAP-test circuits to measure similarity between high-dimensional embeddings. The approach achieves competitive accuracy on 23 materials while demonstrating potential for open-set discrimination, positioning it as a practical near-term quantum computing application.