Concepedia

Application of ANN modeling techniques in the prediction of the diameter of PCL/gelatin nanofibers in environmental and medical studies

Saba Kalantary, Ali Jahani, Reza Pourbabaki, Zahra Beigzadeh

RSC Advances · 2019 · 79 citations · 59 references

DOIFull text

Open access

Concepts

Abstract

A new tool for prediction the diameter of nanofibers is presented: the use of adaptive modeling techniques to predict fiber diameter and study the impact of electrospinning process parameters on electrospinning fiber diameter.

References

59

Electrospun poly(ɛ-caprolactone)/gelatin nanofibrous scaffolds for nerve tissue engineering

Laleh Ghasemi‐Mobarakeh, Molamma P. Prabhakaran, Mohammad Morshed et al. · Biomaterials · 2008 · 1.1K citations

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Experimental investigation of the governing parameters in the electrospinning of polymer solutions

S.A. Theron, Eyal Zussman, Alexander L. Yarin · Polymer · 2004 · 1K citations

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Effects of parameters on nanofiber diameter determined from electrospinning model

C.J. Thompson, George G. Chase, Alexander L. Yarin et al. · Polymer · 2007 · 826 citations

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Application of SVM and ANN for intrusion detection

Wun-Hwa Chen, Sheng-Hsun Hsu, Hwang-Pin Shen · Computers & Operations Research · 2004 · 413 citations

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Effect of Porosity on Mechanical Properties of 3D Printed Polymers: Experiments and Micromechanical Modeling Based on X-ray Computed Tomography Analysis

Xue Wang, Liping Zhao, Jerry Ying Hsi Fuh et al. · Polymers · 2019 · 292 citations · Full text

, , +14