Examining peptide–gold nanoparticle interactions through explainable machine learning

Examining peptide–gold nanoparticle interactions through explainable machine learning

Abstract Peptides are promising tools for controlled nanomaterial creation. Peptides are essential for directing the process by which nanostructures develop as well as for affecting the final characteristics of the resultant nanomaterials. It is expected that integrating machine learning (ML) into t...

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Bibliographic Details
Main Authors: Malak Gamal Abdelmeguid, Jose Isagani B. Janairo, Nishanth G. Chemmangattuvalappil
Format: Article
Language:English
Published: Springer 2025-05-01
Series:Discover Chemistry
Subjects:
Rough set machine learning
Peptides
Nanogold particle
Interpretability
Scientific coherency
Online Access:https://doi.org/10.1007/s44371-025-00191-2
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https://doi.org/10.1007/s44371-025-00191-2

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