Engineered approach coupled with machine learning in biofabrication of patient-specific nerve guide conduits-Review

DV Krishna, MR Sankar - Bioprinting, 2023 - Elsevier
Nervous system plays a dynamic role in communicating information from the brain to body
parts through central and peripheral nerves. Significant destruction to the nerve system …

[HTML][HTML] Indentation, finite element modeling and artificial neural network studies on mechanical behavior of GFRP composites in an acidic environment

H Dadras, A Teimouri, R Barbaz-Isfahani… - Journal of Materials …, 2023 - Elsevier
In this study, the indentation tests are performed with various forces using the Vickers
indenter to investigate the mechanical properties, including the elastic modulus, hardness …

Multi-scale modeling and experimental study on electrosprayed multicore microcapsule-based self-healing polymers

R Barbaz-Isfahani, S Saber-Samandari… - Mechanics of Advanced …, 2024 - Taylor & Francis
In this study, we promote a multi-scale modeling to predict the healing efficiencies (HEs) of
incorporated polymers with self-healing microcapsules. The Python scripts were employed …

Experimental and multi‐scale finite element modeling for evaluating healing efficiency of electro‐sprayed microcapsule based glass fiber‐reinforced polymer …

H Dadras, R Barbaz‐Isfahani… - Polymer …, 2022 - Wiley Online Library
Microcapsule based glass fiber‐reinforced polymer (GFRP) composites have attracted
enormous attention due to enhancement of structures' longevity, reducing expenses, and …

Prediction and optimization of 3D-printed sandwich beams with chiral cores

S Kamarian, A Khalvandi, E Heidarizadi… - International Journal of …, 2024 - Elsevier
This study pursues two primary objectives concerning sandwich structures with chiral cores.
Firstly, it delves into the realm of machine learning-assisted predictions regarding the …

Tailoring polyethylene oxide-modified cross-linked chitosan/PVA nanofibrous membranes: Burn dressing scaffold developed for mupirocin release

S Habibi, T Mohammadi, AA Asadi - International Journal of Biological …, 2024 - Elsevier
In emergency treatment research, the focus on chitosan-based products for wound healing
has been consistent. This study specifically explores a dressing made by mixing chitosan …

Data-driven supervised machine learning to predict the compressive response of porous PVA/Gelatin hydrogels and in-vitro assessments: employing design of …

A Khalvandi, L Tayebi, S Kamarian… - International Journal of …, 2023 - Elsevier
The purpose of this study is to design and evaluate a series of porous hydrogels by
considering three independent variables using the Box-Behnken method. Accordingly …

Experimental and numerical investigation on the effect of core-shell microcapsule sizes on mechanical properties of microcapsule-based polymers

A Teimouri, R Barbaz Isfahani… - Journal of …, 2022 - journals.sagepub.com
In this study, the effect of various microcapsule sizes on the mechanical properties of
microcapsule-based polymeric materials was investigated using the finite element method …

Application of Artificial Intelligence in tissue engineering

R Bagherpour, G Bagherpour… - Tissue Engineering Part …, 2024 - liebertpub.com
Tissue engineering, a crucial approach in medical research and clinical applications, aims
to regenerate damaged organs. By combining stem cells, biochemical factors, and …

Design optimization of additively manufactured sandwich beams through experimentation, machine learning, and imperialist competitive algorithm

A Teimouri, M Alinia, S Kamarian… - Journal of …, 2024 - Taylor & Francis
The primary aim of this study was to optimize 3D-printed sandwich beams incorporating
auxetic cores. Four key design variables were considered: core thickness, width, and two …