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Development of hybrid smart models to accurately model nano-polyethylene glycol composite viscosity | Synapse
March 3, 2026
Development of hybrid smart models to accurately model nano-polyethylene glycol composite viscosity
TL
Tianxiang Li
AA
Ayat Hussein Adhab
University of Kerbala
VJ
Vicky Jain
Marwadi University
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Puntos clave
The hybrid smart models accurately predict viscosity, enhancing the understanding of composite behavior.
Key metric shows a significant correlation coefficient of over 0.90 for predicted versus actual viscosity measurements.
Analysis of nano-polyethylene glycol composite viscosity was conducted using advanced computational techniques.
Highlighting the potential for better material design, further studies are needed to validate these models in real-world applications.
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Li et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75f87c6e9836116a2af80
https://doi.org/https://doi.org/10.1007/s11696-025-04512-8