Inverse design of electrospun nanofibers: An XGBoost and PSO framework for targeted diameter control
author
Mahdian, Mehrab
Ender, Ferenc
Pardy, Tamas
statement of authorship
Mehrab Mahdian, Ferenc Ender, Tamas Pardy
source
techrxiv.org
publisher
IEEE
year of publication
2025
pages
19 p
url
https://doi.org/10.36227/techrxiv.176462978.82946427/v1
subject term
elektroketrus
tehisõpe
nanokiud
aineosakesed
raalprojekteerimine
modelleerimine (teadus)
keyword
electrospinning
inverse design
machine learning (ML)
nanofibers
optimization (EMO)
particle swarm optimization (PSO)
reverse engineering
shapley additive explanation (SHAP)
surrogate modelling
scientific publication
teaduspublikatsioon
classifier
7.1
TalTech department
Thomas Johann Seebecki elektroonikainstituut
Thomas Johann Seebeck Department of Electronics
language
English
Inglise