Published August 3, 2025 | Version v3
Dataset Open

An open dataset of electrospinning parameter configurations and resultant nanofiber morphologies

  • 1. Tallinn University of Technology
  • 2. Budapest University of Technology and Economics

Description

The dataset consists of two tables, Table 1 is an annotated collection of 318 papers on electrospinning, and Table 2 is an open dataset of nanofiber input and output parameters based on published 146 technical reports on electrospinning. 

About Table 1:

  • A largely unfiltered collection of papers (both reviews and technical reports) 
  • Annotations on materials, solvents, and availability of parameters
  • The dataset can be used as a paper index for future literature reviews.

About Table 2: 

  • The dataset is a collection of electrospinning process parameters (e.g. applied voltage, tip distance, polymer composition) and corresponding nanofiber diameter and morphology.
  • The collection contains records from 146 technical reports on electrospinning.
  • The dataset can be used as a parameter reference for stable electrospinning configurations, as well as for machine learning modeling. 

Kindly cite our works if you use the dataset, check out our other works and contact us via https://droplets.taltech.ee :)

 

Changelog: 

  • v2: Added list of papers (Table 1), renamed list of parameter records to Table2, made minor corrections to Table2
  • v3: Added new data records to both Table 1 and Table 2, expanding the dataset coverage and improving its comprehensiveness.

Files

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Additional details

Dates

Submitted
2025-01-05
Date of submission to TalTech Data