Analysis and Prediction of Electrospun Nanofiber Diameter Based on Artificial Neural Network

Optimization of photocatalytic oxidation reactor for air purifier design: Application of artificial neural network and genetic algorithm

(2023) Mojtaba Malayeri et al.   CHEMICAL ENGINEERING JOURNAL

Polymer-Based Nanofiber–Nanoparticle Hybrids and Their Medical Applications

(2022) Mingxin Zhang et al.   Polymers

Artificial neural network for aspect ratio prediction of lignocellulosic micro/nanofibers

(2022) Alexandre F. Santos et al.   CELLULOSE

Electrospun polyacrylonitrile-based lace nanostructures and their Cu(Ⅱ) adsorption

(2022) Xizi Xu et al.   SEPARATION AND PURIFICATION TECHNOLOGY

Hybrid Films Prepared from a Combination of Electrospinning and Casting for Offering a Dual-Phase Drug Release

(2022) Haoran Liu et al.   Polymers

Electrospun Polymer Nanofibers: Processing, Properties, and Applications

(2022) Abdulhamid Al-Abduljabbar et al.   Polymers

Modeling tensile strength and suture retention of polycaprolactone electrospun nanofibrous scaffolds by artificial neural networks

(2021) B.S. Reddy et al.   Materials Today Communications

Correlating the 3D melt electrospun polycaprolactone fiber diameter and process parameters using neural networks

(2021) Pasupuleti Lakshmi Narayana et al.   JOURNAL OF APPLIED POLYMER SCIENCE

Recent Progress in Protective Membranes Fabricated Via Electrospinning: Advanced Materials, Biomimetic Structures, and Functional Applications

(2021) Shuo Shi et al.   ADVANCED MATERIALS

Machine learning to empower electrohydrodynamic processing

(2021) Fanjin Wang et al.   Materials Science & Engineering C-Materials for Biological Applications

Maximizing Polyacrylonitrile Nanofiber Piezoelectric Properties through the Optimization of Electrospinning and Post-thermal Treatment Processes

(2021) Sooyoun Yu et al.   ACS Applied Polymer Materials

A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength

(2020) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

Using artificial neural networks to model and interpret electrospun polysaccharide (Hylon VII starch) nanofiber diameter

(2020) Mookala Premasudha et al.   JOURNAL OF APPLIED POLYMER SCIENCE

Hybridized classification algorithms for data classification applications: A review

(2020) F. Sherwani et al.   Egyptian Informatics Journal

A critical review on the electrospun nanofibrous membranes for the adsorption of heavy metals in water treatment

(2020) Fan Zhu et al.   JOURNAL OF HAZARDOUS MATERIALS

Stability Analysis of the Modified Levenberg–Marquardt Algorithm for the Artificial Neural Network Training

(2020) Jose de Jesus Rubio   IEEE Transactions on Neural Networks and Learning Systems

Quantifying Polymer Chain Orientation in Strong and Tough Nanofibers with Low Crystallinity: Toward Next Generation Nanostructured Superfibers

(2019) Dimitry Papkov et al.   ACS Nano

Development and characterization of electrospun cellulose acetate nanofibers modified by cationic surfactant

(2019) Daniela S. de Almeida et al.   POLYMER TESTING

A review on machine learning forecasting growth trends and their real-time applications in different energy systems

(2019) Tanveer Ahmad et al.   Sustainable Cities and Society

Evaluation of effective needleless electrospinning parameters controlling polyacrylonitrile nanofibers diameter via modeling artificial neural networks

(2018) Hadi Samadian et al.   JOURNAL OF THE TEXTILE INSTITUTE

Prediction of diameter in blended nanofibers of polycaprolactone-gelatin using ANN and RSM

(2017) Tahere Khatti et al.   FIBERS AND POLYMERS

Electrospinning Fabrication and Performance Evaluation of Polyacrylonitrile Nanofiber for Air Filter Applications

(2016) Nguyen Vinh et al.   Applied Sciences-Basel

The combination of electrospinning and forcespinning: Effects on a viscoelastic jet and a single nanofiber

(2014) Wei-Min Chang et al.   CHEMICAL ENGINEERING JOURNAL

Diameter control of electrospun polyacrylonitrile/iron acetylacetonate ultrafine nanofibers

(2008) Jinmei Du et al.   JOURNAL OF POLYMER SCIENCE PART B-POLYMER PHYSICS