Computational Biomechanics Group   -Researches          | 
       
      
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        | A Multigrid  Approach For Real-Time Simulation Of Deformable Tissues | 
       
      
        
           
  
          The efficient  numerical simulation of deformable bodies is an ongoing research area with  applications in a number of different fields. However, accuracy is often  sacrificed for computational speed. Realistic modeling of soft tissues is  difficult to obtain because of behavioral properties of soft tissues.  For small deformations linear elasticity  theories handles various scenarios for real time deformation simulations of  soft tissues. For realistic solution of deformable objects specifically soft  tissues, non-linear elasticity theories and their application in continuum  mechanics are needed. 
            The main goal  of the study is to demonstrate accurate simulation by taking geometric  nonlinearity and material nonlinearity of the deformable model into account and  to review the question whether the real time simulation is achievable with the  integration of multigrid methods.  
          Therefore, in this study, we will represent an appropriate finite  element hierarchy, which allows for an efficient implementation of multigrid  components. The result is a method that uniformly damps all error frequencies  with a computational cost that depends only linearly on the problem size. 
           
            
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		Determining Material Coefficients of Soft Tissues Using Experimental 
		Data and Finite Elements Method | 
       
      
        
           
           
			
			The modeling of deformation behavior of soft tissues under known 
			boundary conditions and forces is fruitful research in engineering 
			and biomedical area that is found in various applications such as 
			virtual surgery, blood flow simulation, implant operations etc. 
			Accurate modeling of this tissue deformation bahaviour is 
			proportianal to the mathematical power of the proposed model and the 
			accurate determination of the material coefficients that are used in 
			the model to feature material properties. 
			 
			Determining the coefficients of anisotropic, nonlinear, 
			inhomogeneous and viscoelastic materials is possible only via 
			experimental work on that material. Closer to reality is set the 
			conditions of the experimental environment during loading 
			experiments, more accurate observations of the material deformation 
			behavior can be made, thus, more accurate force-displacement data 
			can be obtained. Experiment data holds the information related to 
			the characteristics of the material, so the coefficients related to 
			these characteristics can be estimated using finite elements 
			modeling tools. 
			 
			In this study, loading experiments, both on animal organs (bovine 
			liver) and artificial viscoelastic material presenting similar 
			behavior to liver, are made. Experiment data is used to obtain 
			material properties using Abaqus6.8 finite elements modeling 
			software. 
			
			 
			  
           
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        | Non-Newtonian Blood Flow Simulation in Carotid Artery Bifurcation | 
       
      
        
           
           
          Hemodynamic is thought to play an important role for the localization of vascular disease in the arteries. Usually, local hemodynamic is not only governed by geometry of flow and the properties of the arterial wall, but also by the rheological properties of blood. 
             
            It is well known that blood behaves as a non-Newtonian fluid, particularly at low shear rate less than 100 s^-1. Some model take blood flow to be Newtonian, on assumption that the shear rates are greater than 100 s^-1. However, some studies indicates that non-Newtonian properties influence the blood flow  importantly so this properties must be taken into account in the studies. Moreover, there is no constitutive equation of rheological properties of blood universally accepted. Various non-Newtonian constitutive models are employed in the studies. 
             
            In this studies, three non-newtonian blood models (Carreau, Casson, Generalised Power Law), as well as the usual Newtonian model of blood viscosity are used to study the wall shear stress and the velocity distribution in the cardiac cycle. Three dimensional, incompressible Navier-Stokes equation couped with non-Newtonian model is solved with Fluent Inc. The numerical results on the wall shear stress and the velocity distribution are discussed and compared with each other. 
             
           
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        | Computational Blood  Clotting Modelling  | 
       
      
        
           
           
          The clotting mechanism is  one of the most important and complex of physiologic systems. Blood must flow  freely through the blood vessels in order to sustain life. But if a blood  vessel is traumatized, the blood must clot to prevent life from flowing away.  Thus, the blood must provide a system that can be activated instantaneously –  and that can be contained locally – to stop the flow of blood. This system is  called the clotting mechanism. 
             
            Blood clotting generally  involves two interacting processes known as blood platelet aggregation and coagulation.  The aggregation of blood platelets is normally initiated by the release of chemicals  to blood plasma from damaged tissues in an injured blood vessel. When bleeding  occurs, chemical reactions change the surface of the platelet to make it  “sticky.” Sticky platelets are said to have become “activated.” These activated  platelets begin adhering to the wall of the blood vessel at the site of  bleeding, and within a few minutes they form what is called a “white clot.” The  injured vessel also triggers a series of enzymatic reactions, leading to the  process of blood coagulation. The activated clotting proteins engage in a  cascade of chemical reactions that finally produce a substance called fibrin.  Fibrin can be thought of as a long, sticky string. Fibrin strands stick to the  exposed vessel wall, clumping together and forming a web-like complex of  strands. Red blood cells become caught up in the web, and a “red clot” forms. A  mature blood clot consists of both platelets and fibrin strands. The strands of  fibrin bind the platelets together, and “tighten” the clot to make it stable. 
             
          In our research, we consider a coupled Lattice Boltzmann Method (LBM)  and discrete element method (DEM) for the numerical modeling of the blood clot  formation. We consider LBM for blood plasma flow simulation and DEM for thrombi  formation due to platelet aggregation/coagulation modeling. For blood flow  modeling we implement a non-Newtonian correction in order to reproduce more  realistic flow profiles and for interaction between platelets and  platelet/blood vessel wall we implement simplified piecewise linear  distance-force function. Finally we described the clotting process with  viewpoint of particle aggregation. 
           
           
            
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