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Kriging Surrogate Model for Resonance Frequency Analysis of Dental Implants by a Latin Hypercube-Based Finite Element Method
Joint Authors
Chu, Liu
Shi, Jiajia
Souza de Cursi, Eduardo
Source
Applied Bionics and Biomechanics
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-04-10
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
The dental implantation in clinical operations often encounters difficulties and challenges of failure in osseointegration, bone formulation, and remodeling.
The resonance frequency (RF) can effectively describe the stability of the implant in physical experiments or numerical simulations.
However, the exact relationship between the design variables of dental implants and RF of the system is correlated, complicated, and dependent.
In this study, an appropriate mathematical model is proposed to evaluate and predict the implant stability and performance.
The model has merits not only in the prediction reliability and accuracy but also in the compatibility and flexibility, in both experimental data and numerical simulation results.
The Kriging surrogate model is proposed to present the numerical relationship between RF and material parameters of dental implants.
The Latin Hypercube (LH) sampling method as a competent and sophisticated method is applied and combined with the finite element method (FEM).
The methods developed in this paper provide helpful guidance for designers and researchers in the implantation design and surgical plans.
American Psychological Association (APA)
Chu, Liu& Shi, Jiajia& Souza de Cursi, Eduardo. 2019. Kriging Surrogate Model for Resonance Frequency Analysis of Dental Implants by a Latin Hypercube-Based Finite Element Method. Applied Bionics and Biomechanics،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1114591
Modern Language Association (MLA)
Chu, Liu…[et al.]. Kriging Surrogate Model for Resonance Frequency Analysis of Dental Implants by a Latin Hypercube-Based Finite Element Method. Applied Bionics and Biomechanics No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1114591
American Medical Association (AMA)
Chu, Liu& Shi, Jiajia& Souza de Cursi, Eduardo. Kriging Surrogate Model for Resonance Frequency Analysis of Dental Implants by a Latin Hypercube-Based Finite Element Method. Applied Bionics and Biomechanics. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1114591
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1114591