simulation of microorganism motion in fluid based on granular model

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The International Symposium on BioMathematics (Symomath) 2015 4-6 November 2015, Bandung, Indonesia 1 Simulation of Microorganism Motion in Fluid Based on Granular Model Sparisoma Viridi 1 and Nuning Nuraini 2 1 Physics Department, Institut Teknologi Bandung 2 Mathematics Department, Institut Teknologi Bandung Jalan Ganesha 10, Bandung 40132, Indonesia 1 [email protected], 2 [email protected]

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Page 1: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 1

Simulation of Microorganism Motion in Fluid Based on Granular ModelSparisoma Viridi1 and Nuning Nuraini2

1Physics Department, Institut Teknologi Bandung2Mathematics Department, Institut Teknologi Bandung Jalan Ganesha 10, Bandung 40132, [email protected], [email protected]

Page 2: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 2

Outline

• Introduction• Model• Results• Summary

Page 3: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 3

Introduction

Page 4: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 4

Motion patterns of microorganism

• The patterns are unique: (1) orientation, (2) wobbling, (3) gyration, and (4) intensive surface probing (Leal-Taixé et al., 2010)

L. Leal-Taixé, M. Heydt, S. Weiße, A. Rosenhahn, B. Rosenhahn, Pattern Recognition 6376, 283-292 (2010).

Page 5: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 5

An active fluid

• Turbulence flow can occur in high viscous fluid or in low Reynolds number (Aranson, 2013)

I. Aranson, Physics 6, 61 (2013).

Page 6: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 6

Flagella as thruster

• Flagella introduces force and torque to the fluid (Yang et al., 2012)

C. Yang, C. Chen, Q. Ma, L. Wu, T. Song, Journal of Bionic Engineering 9, 200-210 (2012).

Page 7: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 7

Shrink and swallow model

• Pressure difference can induce motion (Viridi and Nuraini, 2014)

S. Viridi, N. Nuraini, AIP Conference Proceedings 1587, 123-126 (2014).

Page 8: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 8

Model

Page 9: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 9

Two grain model

• Two spherical particles as cells, which are connected by a spring

mi

mj

kij

Page 10: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 10

Push and pull spring force

• Spring force

lij is normal length of the spring

kij is spring constant

rij is distance between mass mi and mj

ijijijijij rlrkS ˆ

Page 11: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 11

Fluid drag force

• Drag force

Cd is drag constant

A is cross sectional areaρf is fluid density

vf is fluid velocity

fi

fidfi vv

vvCAD

3

21

Page 12: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 12

Change of spring normal length

• Spring normal length varies with time

Tbridge is oscillation period of bridge between cells

LT

tLlij

12sin

bridge

Page 13: Simulation of Microorganism Motion in Fluid Based on Granular Model

Change of drag coefficient

• Both cell can have same or different Cd

i = 1, 2 for each particle

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 13

min,max,drag

min,max, 212cos

21, ddddid CC

TtCCC

Page 14: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 14

Molecular dynamics method

• Newton second law of motion

• Euler method

jijii SD

ma

1

tatvttv iii

ttvtrttr ii

Page 15: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 15

Results

Page 16: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 16

Displacement

Page 17: Simulation of Microorganism Motion in Fluid Based on Granular Model

Same drag constant

• Cd = 0.1, Cd = 0.1

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 17

Page 18: Simulation of Microorganism Motion in Fluid Based on Granular Model

Same drag constant (cont.)

• Cd = 0.1, Cd = 0.4

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 18

Page 19: Simulation of Microorganism Motion in Fluid Based on Granular Model

Same drag constant (cont.)

• Cd = 0.4, Cd = 0.1

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 19

Page 20: Simulation of Microorganism Motion in Fluid Based on Granular Model

Same drag constant (cont.)

• Cd = 0.4, Cd = 0.4

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 20

Page 21: Simulation of Microorganism Motion in Fluid Based on Granular Model

Influence of frequency

• Tbridge = 2

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 21

Page 22: Simulation of Microorganism Motion in Fluid Based on Granular Model

Influence of frequency

• Tbridge = 2.5

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 22

Page 23: Simulation of Microorganism Motion in Fluid Based on Granular Model

Oscillating drag constant

• Tbridge = 1, Tdrag = 0.5

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 23

Page 24: Simulation of Microorganism Motion in Fluid Based on Granular Model

Oscillating drag constant (cont.)

• Tbridge = 1, Tdrag = 1

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 24

Page 25: Simulation of Microorganism Motion in Fluid Based on Granular Model

Oscillating drag constant (cont.)

• Tbridge = 1, Tdrag = 1.5

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 25

Page 26: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 26

Summary

Page 27: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 27

Summary

• Microorganism motion can be modeled by oscillating spring normal length and drag constant

• Noticeable displacement is observed ifTspring ~ Tdrag

• Other than that condition gives zero displace-ment in average for long observation time

Page 28: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 28

Acknowledgement

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Acknowledgement

• This work is supported by Institut Teknologi Bandung, and Ministry of Higher Education and Research, Indonesia, through the scheme Penelitian Unggulan Perguruan Tinggi – Riset Desentralisasi Dikti with contract number 310i/I1.C01/PL/2015

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 29

Page 30: Simulation of Microorganism Motion in Fluid Based on Granular Model

The International Symposium on BioMathematics (Symomath) 2015

4-6 November 2015, Bandung, Indonesia 30

Thank you