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, 18 p. : ill
url
https://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
notes
Bibliogr.: 49 ref
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
https://www.scopus.com/sourceid/21100944489
https://www.scopus.com/pages/publications/105011416213?origin=resultslist
WOS
https://jcr.clarivate.com/jcr-jp/journal-profile?journal=BIOMIMETICS-BASEL&year=2024
https://www.webofscience.com/wos/woscc/full-record/WOS:001535447000001
category (general)
Biochemistry, genetics and molecular biology
Biokeemia, geneetika ja molekulaarbioloogia
Engineering
Tehnika
Chemical engineering
Keemiatehnoloogia
Materials science
Materjaliteadus
category (sub)
Biochemistry, genetics and molecular biology. Biotechnology
Biokeemia, geneetika ja molekulaarbioloogia. Biotehnoloogia
Engineering. Biomedical engineering
Tehnika. Biomeditsiinitehnika
Biochemistry, genetics and molecular biology. Biochemistry
Biokeemia, geneetika ja molekulaarbioloogia. Biokeemia
Chemical engineering. Bioengineering
Keemiatehnoloogia. Bioinseneeria
Materials science. Biomaterials
Materjaliteadus. Biomaterjalid
Biochemistry, genetics and molecular biology. Molecular medicine
Biokeemia, geneetika ja molekulaarbioloogia. Molekulaarmeditsiin
TalTech department
mehaanika ja tööstustehnika instituut
Department of Mechanical and Industrial Engineering
language
English
Inglise