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Data driven modeling of TiO2 PVP nanofiber diameter using LSTM and regression for enhanced functional performance

Abstract The prospective utilization of electrospun nanofibers across diverse fields has elicited substantial scientific attention. Nevertheless, managing their diameter remains problematic due to the intricate interactions among electrospinning variables. This research explores the application of L...

Celý popis

Uloženo v:
Hlavní autoři: Harshada Mhetre, Sagar Pande, Babita Singla, Pavan Hiremath, Samriddh Sahu, Sarvesh Sorte, Ketan Kotecha, Nithesh Naik
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer 2025-04-01
Edice:Discover Applied Sciences
Témata:
LSTM
Multiple regression models
TiO2 nanofibers
Electrospinning
Machine learning model
On-line přístup:https://doi.org/10.1007/s42452-025-06823-7
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