Work

Tailoring emission spectra by using core-shell nanostructures with a random forest algorithm

Year: 2024

Type: conference-paper

Abstract: We propose a scheme to tailor emission spectra through the engineering of the local density of states by using core-shell nanostructures. A random forest algorithm is used to train a forward model for spectrum prediction and an inverse model for the construction of core-shell nanostructures. From the simulation results, it can be seen that we can predict the spectra very well and achieve good effects for tailoring the emission spectra with core-shell nanostructures based on the established models, eliminating the time-consuming and laborious design process with manual intervention.

Source: Journal of Physics Conference Series

DOI: 10.1088/1742-6596/2858/1/012012

Authors: Guoping Chen, Chun Jiang

Institutions: Xuzhou University of Technology, Shanghai Jiao Tong University

Language: English

Topic: Plasmonic and Surface Plasmon Research

Subfield: Biomedical Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4403244713

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Cites: 15

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Related to: 10