Article

Numerical Generation and Machine Learning Classification of Extinction Spectra for Gold Nanoparticles and Nanorods

2026-07-03

Abstract excerpt

This study presents a comprehensive numerical and machine learning framework for the classification of localized surface plasmon resonance (LSPR) extinction spectra generated from gold nanospheres and nanorods. This work presents a compu- tational proof-of-concept demonstrating that physics-based synthetic LSPR spectra can be used to benchmark machine-learning classifiers for nanoparticle geometry and refractive-i...

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Literature Corpus work: c4e1f1cd-4bc2-5ba7-9cc3-7d365c684c1f
DOI: 10.20944/preprints202607.0173.v1

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