Jianping Geng’s research while affiliated with Zhejiang University and other places

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Publications (9)


Inverse identification of elastic modulus of dental implant-bone interfacial tissue using neural network and FEA model
  • Article

January 2009

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10 Reads

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6 Citations

Inverse Problems in Science and Engineering

Bin Deng

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Yi Lu

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[...]

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Jianping Geng

Application of Commercial FEA Software

January 2008

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104 Reads

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6 Citations

As the Finite Element (FE) method requires a huge amount of computation, its application should be supported by advanced of computer technology. Many computer softwares have been developed and commercialised for workstation and Personal Computers (PC) in recent years. Most of the FE softwares are developed for general applications in solids, fluids, and electrical and magnetic field. There are also some FE software designed for a specific type of analysis. The FE software used for dental implant simulation is the one for general applications.


Fig. 4. 4 3D Information in Image Data from Mandibular CT and Its FEA Meshes  
Fig. 4. 1 3D Information of a Simplified Rectangular Configuration with the Implant Components (By H.M. Huang and S.Y. Lee)  
Fig. 4. 6 Illustration of the Base Model of the Mandible (left) and the Longest Model (ri^t) (Reproduced from J Oral Rehabil 1998;25:300 with permission)  
Fig. 4. 5 Three-dimensional FEA Model of the Human Jaw and the Functional Direction of the Muscles of Mastication  
Fig. 4. 2 2D Information in Image Data Fig. 4. 3 3D Information in from Mandibular CT and Its FEA Stress Image Data from Posterior Maxillary Distribution (By J.P. Geng et al.) CT and Its FEA Meshes  

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Finite Element Modelling in Implant Dentistry
  • Article
  • Full-text available

January 2008

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173 Reads

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4 Citations

The use of numerical methods such as FEA has been adopted in solving complicated geometric problems, for which it is very difficult to achieve an analytical solution. FEA is a technique for obtaining a solution to a complex mechanics problem by dividing the problem domain into a collection of much smaller and simpler domains (elements) where field variables can be interpolated using shape functions. An overall approximated solution to the original problem is determined based on variational principles. In other words, FEA is a method whereby, instead of seeking a solution function for the entire domain, it formulates solution functions for each finite element and combines them properly to obtain a solution to the whole body. A mesh is needed in FEA to divide the whole domain into small elements. The process of creating the mesh, elements, their respective nodes, and defining boundary conditions is termed “discretization” of the problem domain. Since the components in a dental implant-bone system is an extremely complex geometry, FEA has been viewed as the most suitable tool to mathematically, model it by numerous scholars.

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Application of the Finite Element Method in Implant Dentistry

January 2008

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212 Reads

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61 Citations

Part of the new series, Advanced Topics in Science and Technology in China, this book is designed to give the necessary theoretical foundation to new users of the finite element method in implant dentistry, and show how both the implant dentist and designer can benefit from finite element analysis. The first part deals with the theory of the finite element method. containing the necessary mathematical theory but written so that readers from a dental background can easily understand. Then basic knowledge of implant dentistry is introduced to readers from an engineering background. Next, dental implant applications, and the critical issues of using finite element analysis for dental implants are discussed, followed by aspects of dental implant modeling. Finally, two popular commercial finite element software programs, ANSYS and ABACUS, are introduced for dental finite element analysis. Dr J.P. Geng is a professional implant dentist and has been an implant designer for 15 years.


Finite Element Method

January 2008

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36 Reads

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2 Citations

The finite element method may be applied to all kinds of materials in many kinds of situations: solids, fluids, gases, and combinations thereof; static or dynamic, and, elastic, inelastic, or plastic behaviour. In this book, however, we shall restrict the treatment to the deformation and stress analysis of solids, with particular reference to dental implants.


Applications to Implant Dentistry

January 2008

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20 Reads

Although the precise mechanisms are not fully understood, it is clear that there is an adaptive remodelling response of surrounding bone to stresses. Implant features causing excessive high or low stresses can possibly contribute to pathologic bone resorption or bone atrophy. This chapter reviews the current applications of FEA in Implant Dentistry. Findings from FEA studies will then be discussed in relation to the bone-implant interface; the implant-prosthesis connection; and multiple implant prostheses.


Introduction to Implant Dentistry

January 2008

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27 Reads

Dentistry aims at replacing missing teeth since it was first recognized as a profession. For centuries, dental practitioners have relied on their own skills and various artifacts to develop esthetic and functional alternatives to minimize sequelae that occur as a result of edentulism. Partial, complete, fixed, or removable dentures are by far the most commonly used forms of tooth replacement applied. In other words, these devices have been incorporated into the oral cavity anchored on either remaining teeth and/or other anatomical structures. Only scarce archeological reports have demonstrated attempts of incorporating prosthetic devices into the jaws as more natural and functional replacements. However, predictability of these methods was not achieved until recently. (Table 2.1)


3D shape reconstruction of teeth by shadow speckle correlation method

May 2006

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72 Reads

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26 Citations

Optics and Lasers in Engineering

This paper presents a new method for 3D shape reconstruction in computer-aided dental prosthetics. A specklegram is projected onto the tooth to be measured. This shadow speckle image is recorded and then processed by a digital image correlation method, which enables the computation of 2D shapes based on the similar principle of shadow moiré method. By repeating the procedure for all the sides, i.e., one crown and several side surfaces, local 2D shapes can be measured precisely. Afterwards, these local 2D profiles are merged to form a 3D model, during which certain constraints such as the widths along perpendicular directions are introduced to guide the process. As the height information within an entire image field is recorded instantly, it has the potential to be employed in an intra-oral environment, which would make the patient feel more comfortable during the restoration process. In vitro experiments were carried out on gypsum teeth models and the results proved the effectiveness of the proposed method.


Use of shadow-speckle correlation method for 3D tooth model reconstruction

September 2005

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34 Reads

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2 Citations

The International Journal of Prosthodontics

This study presents a method of using shadow-speckle correlation to reconstruct a 3-dimensional (3D) tooth model. Compared with other methods based on laser or optical geometric measurements, the shadow-speckle method overcomes their limitations by using a digital image correlation to reconstruct a 3D tooth model. Using plaster models 4 times the normal tooth size showed that the accuracy of the reconstructed model was estimated at roughly 30 microm, which potentially could be used in direct intraoral applications.

Citations (5)


... Ni and Gao [40] proposed a deep learning approach that accurately reconstructs elastic modulus distributions from strain fields. Deng et al. [41] combined neural networks with Finite Element Analysis (FEA) to estimate the elastic modulus of dental implant-bone interfaces. Teloli et al. [42] further demonstrated the potential of Physics-Informed Neural Networks (PINNs) in structural dynamics for solving inverse problems. ...

Reference:

Integrated Stochastic Modeling and Neural Networks for Inverse Prediction of Elastic Modulus in Beams
Inverse identification of elastic modulus of dental implant-bone interfacial tissue using neural network and FEA model
  • Citing Article
  • January 2009

Inverse Problems in Science and Engineering

... The simulated peri-implant bone involved an inner layer representing spongy bone was of 22 mm length and 14 mm width covered by an outer thin layer of cortical bone of 2 mm thickness. The simulated covering mucosal layer was of 2 mm thickness (11,12) . All parts of implant complex, mandible and their assembly are appeared on Inventor screen. ...

Application of the Finite Element Method in Implant Dentistry
  • Citing Book
  • January 2008

... One finite element model, based on Geng et al. [27], was prepared specially for this study, in order to simulate the clinical situation of an edentulous mandible that was restored with an implant supported overdenture. ...

Finite Element Modelling in Implant Dentistry

... An overview of applications of strain gauges, in-fibre Bragg grating sensors, DIC and Digital Volume correlation (DVC) was recently published (Grassi and Isaksson, 2015). DIC shows its benefits also with hard tissue, allowing operating at different dimensional scales (Table 2): from small specimens (tissue-level), such as cortical bone (Hoc et al., 2006), teeth (Gao et al., 2006), up to large specimens (organ-level), such as whole bones (Tayton et al., 2010). In this case small strains are involved, never exceeding 10 000 microstrain (Bayraktar et al., 2004). ...

3D shape reconstruction of teeth by shadow speckle correlation method
  • Citing Article
  • May 2006

Optics and Lasers in Engineering

... Shape measurement is important in many fields of physics and engineering. Various optical methods have been employed for accurate shape measurement of an object, such as interferometric profilometry [1,2] and digital image correlation [3,4]. Interferometry is a well-established, whole-field method for surface profiling. ...

Use of shadow-speckle correlation method for 3D tooth model reconstruction
  • Citing Article
  • September 2005

The International Journal of Prosthodontics