Abstract
Understanding the behavior of complex fluids in biology presents mathematical, modeling, and computational challenges not encountered in classical fluid mechanics, particularly in the case of fluids with large elastic forces that interact with immersed elastic structures. We discuss some of the characteristics of strongly elastic flows and introduce different models and methods designed for these types of flows. We describe contributions from analysis that motivate numerical methods and illustrate their performance on different models in a simple test problem. Biological problems often involve the coupled dynamics of active elastic structures and the surrounding fluid. The immersed boundary method has been used extensively for such problems involving Newtonian fluids, and the methodology extends naturally to complex fluids in conjunction with the algorithms described earlier in this chapter. We focus on implicit-time methods because the large elastic stresses in complex fluids necessitate high spatial resolution and long time simulations. As an example to highlight some of the challenges of strongly elastic flows, we use the immersed boundary method to simulate an undulatory swimmer in a viscoelastic fluid using a data-based model for the prescribed shape.
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Notes
- 1.
When derived from the kinetic theory of dumbbells [2, 27] there is polymer stress diffusion; however the stress diffusion coefficient is proportional to the square of the ratio of the bead diameter (or polymer radius of gyration) to the flow length scale, and even in the context of micro-fluidics, it is minute, \(\mathcal{O}(10^{-9}),\) and is typically ignored.
- 2.
The data are kindly provided by Paulo Arratia and Xiaoning Shen.
References
J. Oldroyd, Proceedings of the Royal Society of London. Series A. Math. Phys. Sci. 200(1063), 523 (1950)
R.B. Bird, O. Hassager, R. Armstrong, C. Curtiss, Dynamics of Polymeric Liquids, Vol. 2: Kinetic Theory (John Wiley and Sons, London 1980)
M. Mendelson, P.W. Yeh, R. Brown, R. Armstrong, J. Non-Newtonian Fluid Mech. 10(1), 31 (1982)
R. Brown, R. Armstrong, A. Beris, P. Yeh, Comput. Meth. Appl. Mech. Eng. 58(2), 201 (1986)
R.G. Owens, T.N. Phillips, Computational Rheology, vol 2 (World Scientific, Singapore 2002)
G.H. McKinley, R.C. Armstrong, R.A. Brown, Philos. Trans. R. Soc. Lond. Ser. A: Phys. Eng. Sci. 344(1671), 265 (1993)
M. Chilcott, J. Rallison, J. Non-Newtonian Fluid Mech. 29, 381 (1988)
A.W. Liu, D.E. Bornside, R.C. Armstrong, R.A. Brown, J. Non-Newtonian Fluid Mech. 77(3), 153 (1998)
M. Alves, F. Pinho, P. Oliveira, J. Non-Newtonian Fluid Mech. 97(2), 207 (2001)
M.A. Hulsen, R. Fattal, R. Kupferman, J. Non-Newtonian Fluid Mech. 127(1), 27 (2005)
H.S. Dou, N. Phan-Thien, Chem. Eng. Sci. 62(15), 3909 (2007)
S. Claus, T. Phillips, J. Non-Newtonian Fluid Mech. 200, 131 (2013)
H. Nguyen, D. Boger, J. Non-Newtonian Fluid Mech. 5, 353 (1979)
D. Boger, Annual Rev. Fluid Mech. 19(1), 157 (1987)
G.H. McKinley, W.P. Raiford, R.A. Brown, R.C. Armstrong, J. Fluid Mech. 223, 411 (1991)
S.C. Xue, N. Phan-Thien, R. Tanner, J. Non-Newtonian Fluid Mech. 74(1), 195 (1998)
M.A. Alves, P.J. Oliveira, F.T. Pinho, J. Non-Newtonian Fluid Mech. 122(1), 117 (2004)
M. Webster, H. Tamaddon-Jahromi, M. Aboubacar, J. Non-Newtonian Fluid Mech. 118(2), 83 (2004)
D. Trebotich, P. Colella, G. Miller, J. Comput. Phys. 205(1), 315 (2005)
D.D. Joseph, Fluid Dynamics of Viscoelastic Liquids, vol. 84 (Springer, New York, 1990)
M. Renardy, Mathematical Analysis of Viscoelastic Flows, vol 73 (SIAM, Philadelphia, 2000)
M.J. Crochet, Rubber Chem. Technol. 62(3), 426 (1989)
F. PT Baaijens, J. Non-Newtonian Fluid Mech. 79(2), 361 (1998)
R. Keunings, in Proceedings of the XIIIth International Congress on Rheology, vol 1 (British Soc. Rheol, 2000), vol 1, pp. 7–14
R. Keunings, Rheology Rev. pp. 167–196 (2003)
R. Keunings, Rheology Rev. pp. 67–98 (2004)
A.W. El-Kareh, L.G. Leal, J. Non-Newton. Fluid Mech. 33, 257 (1989)
J.T. Beale, T. Kato, A. Majda, Comm. Math. Phys. 94(1), 61 (1984)
J.Y. Chemin, N. Masmoudi, SIAM J. Math. Anal. 33(1), 84 (2001)
R. Kupferman, C. Mangoubi, E.S. Titi, arXiv preprint arXiv:0709.1455 (2007)
F.H. Lin, C. Liu, P. Zhang, Comm. Pure Appl. Math. 58(11), 1437 (2005)
T.C. Sideris, B. Thomases, Comm. Pure Appl. Math. 58(6), 750 (2005)
P. Constantin, Remarks on complex fluid models. Mathematical aspects of fluid mechanics. London Mathematical Society Lecture Note Series (No. 402) (Cambridge University Press, Cambridge, 2012), pp. 70–87
P. Constantin, M. Kliegl, ARMA 206(1), 725 (2012)
R. Larson, The Structure and Rheology of Complex Fluids (Oxford University Press, Oxford, 1998)
R. Sureshkumar, A.N. Beris, J. Non-Newtonian Fluid Mech. 60, 53 (1995)
B. Thomases, J. Non-Newt. Fluid Mech. 166, 1221 (2011)
C.D. Dimitropoulos, R. Sureshkumar, A.N. Beris, J. Non-Newt. Fluid Mech. 79, 433 (1998)
K.D. Housiadas, A.N. Beris, Phys. Fluids 15, 2369 (2003)
B. Thomases, M. Shelley, Phys. Fluids 19, 103103 (2007)
R.G. Larson, The structure and rheology of complex fluids, vol. 2 (Oxford university press, New York, 1999)
J.M. Rallison, E.J. Hinch, J. Non-Newt Fluid Mech. 29, 37 (1988)
M. Renardy, J. Non-Newt. Fluid Mech. 138, 204 (2006)
A.N. Brooks, T.J. Hughes, Comput. Meth. Appl. Mech. Eng. 32(1), 199 (1982)
M.D. Gunzburger, Finite Element Methods for Viscous Incompressible Flows: A Guide to Theory, Practice, and Algorithms (Elsevier, Amsterdam, 2012)
J. Marchal, M. Crochet, J. Non-Newtonian Fluid Mech. 26(1), 77 (1987)
M. Fortin, A. Fortin, J. Non-Newtonian Fluid Mech. 32(3), 295 (1989)
H.P. Baaijens, G.W. Peters, F.P. Baaijens, H.E. Meijer, J. Rheol. (1978–present) 39(6), 1243 (1995)
B. Cockburn, G.E. Karniadakis, C.W. Shu, The Development of Discontinuous Galerkin Methods (Springer, NewYork 2000)
D. Rajagopalan, R.C. Armstrong, R.A. Brown, J. Non-Newtonian Fluid Mech. 36, 159 (1990)
F. Baaijens, J. Non-Newtonian Fluid Mech. 75(2), 119 (1998)
H. Matallah, P. Townsend, M. Webster, J. Non-Newtonian Fluid Mech. 75(2), 139 (1998)
R.C. King, M.R. Apelian, R.C. Armstrong, R.A. Brown, J. Non-Newtonian Fluid Mech. 29, 147 (1988)
R. Guénette, M. Fortin, J. Non-Newtonian Fluid Mech. 60(1), 27 (1995)
I. Keshtiban, F. Belblidia, M. Webster, J. Non-Newtonian Fluid Mech. 126(2), 123 (2005)
C.W. Shu, S. Osher, J. Comput. Phys. 77(2), 439 (1988)
H.D. Ceniceros, J.E. Fisher, J. Non-Newtonian Fluid Mech. 171, 31 (2012)
R. Fattal, R. Kupferman, J. Non-Newtonian Fluid Mech. 123(2), 281 (2004)
R. Fattal, R. Kupferman, J. Non-Newtonian Fluid Mech. 126(1), 23 (2005).
A. Afonso, M. Alves, F. Pinho, P. Oliveira, in 3rd Annual European Rheology Conference (2006), pp. 27–29
A. Afonso, P. Oliveira, F. Pinho, M. Alves, J. Non-Newtonian Fluid Mech. 157(1), 55 (2009)
H. Damanik, J. Hron, A. Ouazzi, S. Turek, J. Non-Newtonian Fluid Mech. 165(19), 1105 (2010)
N. Balci, B. Thomases, M. Renardy, C. Doering, J. Non-Newt. Fluid Mech. (2011)
M. Laso, H. Öttinger, J. Non-Newtonian Fluid Mech. 47, 1 (1993)
A. Lozinski, C. Chauvière, J. Comput. Phys. 189(2), 607 (2003)
H. Giesekus, J. Non-Newtonian Fluid Mech. 11(1), 69 (1982)
N.P. Thien, R.I. Tanner, J. Non-Newtonian Fluid Mech. 2(4), 353 (1977)
H.R. Warner Jr, Ind. Eng. Chem. Fundamentals 11(3), 379 (1972)
M. Chilcott, J. Rallison, J. Non-Newtonian Fluid Mech. 29, 381 (1988)
G. Lielens, P. Halin, I. Jaumain, R. Keunings, V. Legat, J. Non-Newtonian Fluid Mech. 76(1), 249 (1998)
G. Lielens, R. Keunings, V. Legat, J. Non-Newtonian Fluid Mech. 87(2), 179 (1999)
Q. Du, C. Liu, P. Yu, Multiscale Modeling and Simulation 4(3), 709 (2005)
A. Peterlin, J. Polymer Sci. Part B: Polymer Lett. 4(4), 287 (1966)
C. Sulem, P.L. Sulem, H. Frisch, J. Comput. Phys. 50(1), 138 (1983)
R. Krasny, J. Fluid Mech. 167, 65 (1986)
M. Shelley, J. Fluid Mech. 244(1), 493 (1992)
R. Peyret, Spectral Methods for Incompressible Viscous Flow, vol 148 (Springer, Newyork, 2002)
T.Y. Hou, R. Li, J. Comput. Phys. 226(1), 379 (2007)
C.S. Peskin, Acta Numer. 11(-1), 479 (2002)
C.S. Peskin, J. Comput. Phys. 25(3), 220 (1977)
J. Chrispell, L. Fauci, Math. Modelling of Nat. Phenomena 6(05), 67 (2011)
J.C. Chrispell, L.J. Fauci, M. Shelley, Phys. Fluids 25(1), 013103 (2013)
J. Teran, L. Fauci, M. Shelley, Phys. Rev. Lett. 104, 038101 (2010).
J. Du, J.P. Keener, R.D. Guy, A.L. Fogelson, Phys. Rev. E 85, 036304 (2012)
J.M. Stockie, B.R. Wetton, J. Comput. Phys. 154(1), 41 (1999)
E.P. Newren, A.L. Fogelson, R.D. Guy, R.M. Kirby, J. Comput. Phys. 222(2), 702 (2007)
Z. Gong, H. Huang, C. Lu, Commun. Comput. Phys. 3, 704 (2008)
C. Tu, C.S. Peskin, SIAM J. Sci. Stat. Comput. 13(6), 1361 (1992).
A.A. Mayo, C.S. Peskin, in Fluid Dynamics in Biology (Seattle, WA, 1991), Contemp. Math., vol. 141 (Amer. Math. Soc., Providence, RI, 1993), pp. 261–277
L. Lee, R.J. LeVeque, SIAM J. Sci. Comput. 25(3), 832 (2003).
E.P. Newren, A.L. Fogelson, R.D. Guy, R.M. Kirby, Comput. Methods Appl. Mech. Engrg. 197(25–28), 2290 (2008).
T.Y. Hou, Z. Shi, J. Comput. Phys. 227(20), 8968 (2008)
T.Y. Hou, Z. Shi, J. Comput. Phys. 227(21), 9138 (2008)
H.D. Ceniceros, J.E. Fisher, A.M. Roma, J. Comput. Phys. 228(19), 7137 (2009).
Y. Mori, C.S. Peskin, Comput. Methods Appl. Mech. Engrg. 197(25–28), 2049 (2008).
D. Le, J. White, J. Peraire, K. Lim, B. Khoo, J. Comput. Phys. 228(22), 8427 (2009).
H.D. Ceniceros, J.E. Fisher, J. Comput. Phys. 230(12), 5133 (2011).
E. Lauga, T. Powers, Rep. Prog. Phys. 72, 096601 (2009)
T. Normand, E. Lauga, Phys. Rev. E 78, 061907 (2008)
E. Lauga, Phys. Fluids 19, 083104 (2007)
H.C. Fu, T.R. Powers, C.W. Wolgemuth, Phys. Rev. Lett. 99, 258101 (2007)
E. Lauga, Europhys. Lett. 86, 64001 (2009)
A.M. Leshansky, Phys. Rev. E 80, 051911 (2009)
H. Fu, V. Shenoy, T. Powers, Europhys. Lett. 91, 24002 (2010)
S.E. Spagnolie, B. Liu, T.R. Powers, Phys. Rev. Lett. 111(6), 068101 (2013)
B. Thomases, R.D. Guy, Phys. Rev. Lett. 113(9), 098102 (2014)
X.N. Shen, P.E. Arratia, Phys. Rev. Lett. 106(20), 208101 (2011)
M. Backholm, W.S. Ryu, K. Dalnoki-Veress, Proc. Natl. Acad. Sci. 110(12), 4528 (2013)
R.D. Guy, B. Philip, Commun. Comput. Phys. 12, 378 (2012)
C. Kelley, Iterative Methods for Linear and Nonlinear Equations (SIAM, Philadelphia, 1995)
J. Nocedal, S.J. Wright, Numerical Optimization (Springer, New York, 1999)
Acknowledgment
The authors would like to thank Lisa Fauci and Michael Shelley for interesting discussions and suggestions on this work. We also acknowledge Paulo Arratia and Xiaoning Shen for allowing us to use their data. This work was supported in part by NSF grants DMS-1160438 and DMS-1226386 to RDG.
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Guy, R.D., Thomases, B. (2015). Computational Challenges for Simulating Strongly Elastic Flows in Biology. In: Spagnolie, S. (eds) Complex Fluids in Biological Systems. Biological and Medical Physics, Biomedical Engineering. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-2065-5_10
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