Literature DB >> 29104310

Fractional modeling of viscoelasticity in 3D cerebral arteries and aneurysms.

Yue Yu1, Paris Perdikaris2, George Em Karniadakis3.   

Abstract

We develop efficient numerical methods for fractional order PDEs, and employ them to investigate viscoelastic constitutive laws for arterial wall mechanics. Recent simulations using one-dimensional models [1] have indicated that fractional order models may offer a more powerful alternative for modeling the arterial wall response, exhibiting reduced sensitivity to parametric uncertainties compared with the integer-calculus-based models. Here, we study three-dimensional (3D) fractional PDEs that naturally model the continuous relaxation properties of soft tissue, and for the first time employ them to simulate flow structure interactions for patient-specific brain aneurysms. To deal with the high memory requirements and in order to accelerate the numerical evaluation of hereditary integrals, we employ a fast convolution method [2] that reduces the memory cost to O(log(N)) and the computational complexity to O(N log(N)). Furthermore, we combine the fast convolution with high-order backward differentiation to achieve third-order time integration accuracy. We confirm that in 3D viscoelastic simulations, the integer order models strongly depends on the relaxation parameters, while the fractional order models are less sensitive. As an application to long-time simulations in complex geometries, we also apply the method to modeling fluid-structure interaction of a 3D patient-specific compliant cerebral artery with an aneurysm. Taken together, our findings demonstrate that fractional calculus can be employed effectively in modeling complex behavior of materials in realistic 3D time-dependent problems if properly designed efficient algorithms are employed to overcome the extra memory requirements and computational complexity associated with the non-local character of fractional derivatives.

Entities:  

Keywords:  Brain aneurysm; Fast convolution method; Fluid–structure interaction; Fractional differential equations; Patient-specific vasculature; Spectral element method

Year:  2016        PMID: 29104310      PMCID: PMC5668908          DOI: 10.1016/j.jcp.2016.06.038

Source DB:  PubMed          Journal:  J Comput Phys        ISSN: 0021-9991            Impact factor:   3.553


  14 in total

1.  A fractional derivative model to describe arterial viscoelasticity.

Authors:  Damian Craiem; Ricardo L Armentano
Journal:  Biorheology       Date:  2007       Impact factor: 1.875

2.  A method for partitioned fluid-structure interaction computation of flow in arteries.

Authors:  Esko Järvinen; Peter Råback; Mikko Lyly; Juha-Pekka Salenius
Journal:  Med Eng Phys       Date:  2008-02-20       Impact factor: 2.242

3.  Fractional order models of viscoelasticity as an alternative in the analysis of red blood cell (RBC) membrane mechanics.

Authors:  Damian Craiem; Richard L Magin
Journal:  Phys Biol       Date:  2010-01-20       Impact factor: 2.583

4.  Diversity in the Strength and Structure of Unruptured Cerebral Aneurysms.

Authors:  Anne M Robertson; Xinjie Duan; Khaled M Aziz; Michael R Hill; Simon C Watkins; Juan R Cebral
Journal:  Ann Biomed Eng       Date:  2015-01-30       Impact factor: 3.934

5.  Fractional-order viscoelasticity in one-dimensional blood flow models.

Authors:  Paris Perdikaris; George Em Karniadakis
Journal:  Ann Biomed Eng       Date:  2014-01-11       Impact factor: 3.934

6.  In vivo human brachial artery elastic mechanics: effects of smooth muscle relaxation.

Authors:  A J Bank; D R Kaiser; S Rajala; A Cheng
Journal:  Circulation       Date:  1999-07-06       Impact factor: 29.690

7.  Validation of a patient-specific one-dimensional model of the systemic arterial tree.

Authors:  Philippe Reymond; Yvette Bohraus; Fabienne Perren; Francois Lazeyras; Nikos Stergiopulos
Journal:  Am J Physiol Heart Circ Physiol       Date:  2011-05-27       Impact factor: 4.733

8.  Wall Mechanical Properties and Hemodynamics of Unruptured Intracranial Aneurysms.

Authors:  J R Cebral; X Duan; B J Chung; C Putman; K Aziz; A M Robertson
Journal:  AJNR Am J Neuroradiol       Date:  2015-07-30       Impact factor: 3.825

9.  Sterically inhomogenous viscoelastic behavior of human saccular cerebral aneurysms.

Authors:  M Tóth; G L Nádasy; I Nyáry; T Kerényi; M Orosz; G Molnárka; E Monos
Journal:  J Vasc Res       Date:  1998 Sep-Oct       Impact factor: 1.934

10.  Pulse wave propagation in a model human arterial network: Assessment of 1-D visco-elastic simulations against in vitro measurements.

Authors:  Jordi Alastruey; Ashraf W Khir; Koen S Matthys; Patrick Segers; Spencer J Sherwin; Pascal R Verdonck; Kim H Parker; Joaquim Peiró
Journal:  J Biomech       Date:  2011-07-02       Impact factor: 2.712

View more
  2 in total

1.  Respiratory resistance and reactance in adults with sickle cell anemia: Part 2-Fractional-order modeling and a clinical decision support system for the diagnosis of respiratory disorders.

Authors:  Cirlene de Lima Marinho; Maria Christina Paixão Maioli; Jorge Luis Machado do Amaral; Agnaldo José Lopes; Pedro Lopes de Melo
Journal:  PLoS One       Date:  2019-03-07       Impact factor: 3.240

2.  Thermodynamic Restrictions in Linear Viscoelasticity.

Authors:  Angelo Morro
Journal:  Materials (Basel)       Date:  2022-04-07       Impact factor: 3.623

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.