Multi-objective machine learning optimization of cylindrical TPMS lattices for bone implants
author
Rezapourianghahfarokhi, Mansoureh
Cheloee Darabi, Ali
Khoshbin, Mohammadreza
Hussainova, Irina
statement of authorship
Mansoureh Rezapourian, Ali Cheloee Darabi, Mohammadreza Khoshbin and Irina Hussainova
source
Biomimetics
special issue
Biomimicry and Functional Materials ; 5th Edition
publisher
MDPI
journal volume number month
vol. 10, 7
year of publication
2025
pages
art. 475
url
http://doi.org/10.3390/biomimetics10070475
subject term
tehisnärvivõrgud
implantaadid
lõplike elementide meetod
tehisõpe
mehaanilised omadused
optimeerimine
minimaalpinnad
keyword
artificial neural networks (ANN)
bone implants
finite element analysis (FEA)
Johnson–Cook failure model
machine learning (ML)
mechanical property prediction
multi-objective optimization (MOO)
Pareto front analysis
size-specific implant design
triply periodic minimal surfaces (TPMS)
ISSN
2313-7673
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
scopus
TalTech department
mehaanika ja tööstustehnika instituut
Department of Mechanical and Industrial Engineering
language
English
Inglise