Surrogate modeling of electrospun PVA/PLA nanofibers using artificial neural network for biomedical applications

Surrogate modeling of electrospun PVA/PLA nanofibers using artificial neural network for biomedical applications

Abstract Blending poly (lactic acid) (PLA) with poly (vinyl alcohol) (PVA) improves the strength and hydrophilicity of nanofibers, making them suitable for biomedical applications like wound dressings. This study explores how electrospinning parameters—applied voltage, flow rate, and needle-to-colle...

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Bibliographic Details
Main Authors: Reyhaneh Fatahian, Rasool Erfani
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Surrogate modeling
Hydrophilicity
Wound healing
Artificial neural network (ANN)
Healthcare
Online Access:https://doi.org/10.1038/s41598-025-94608-8
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https://doi.org/10.1038/s41598-025-94608-8

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