Artificial intelligence-assisted optimization of Eichhornia crassipes extracts and evaluation of their biological activities

Abstract In this research, the extraction conditions for Eichhornia crassipes (Mart.) Solms were optimized using Response Surface Methodology (RSM) and Artificial Neural Network–Genetic Algorithm (ANN–GA) techniques to enhance the biological efficacy of the extracts. The optimization focused on thre...

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Bibliographic Details
Main Author: Nuh Korkmaz
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-16244-6
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