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Mechanics of thin elastic rods Engineering meets computer graphics Khalid Jawed www.khalidjawed.com Department of Mechanical Engineering Massachusetts Institute of Technology Image: Sketch-d.com, Roman Stocker (MIT), Geblinger (Weizmann)

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Page 1: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Mechanics of thin elastic rodsEngineering meets computer graphics

Khalid Jawedwww.khalidjawed.com

Department of Mechanical Engineering

Massachusetts Institute of Technology

Image: Sketch-d.com, Roman Stocker (MIT), Geblinger (Weizmann)

Page 2: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

AgendaPart 1 Part 2

Coiling of rods Propulsion of

flagella

Page 3: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

England

With Fang Da, J. Joo, Eitan GrinspunColumbia Computer Graphics Group

Columbia University

France

Submarine Cable DeploymentGlobal Marine Systems

PipeLine Under The Ocean (PLUTO), 1944

Submarine Cable Map

Tangles in cablesGoyal et al, Int. J. Non Linear Mech. 2008

Page 4: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Numerics: Discrete Elastic Rods

The Hobbit (2013)

Bergou et al, SIGGRAPH 2008

Twist-free frame Material frame

Discrete formulation

Discrete Differential Geometry

Weta Digital

Page 5: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Experiments: rod fabrication

Vinyl polysiloxane polymer

Demolding

Curvature induced by

wrapping around cylinders

Natural curvature = 1 / natural radius

Curvature in engineering

Jindaltubes.com

Camera Injector

Conveyor belt

Vbelt

Vinj H

Control parameter:

Dimensionless speed mismatch

Miller et al, Phys. Rev. Lett. 2014

Jawed et al, Proc. Natl. Acad. Sci. 2014

Page 6: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Static coiling

Gravito-bending length:

Jawed et al, Proc. Natl. Acad. Sci. 2014

Straight rod

Curved rod

Rc

Page 7: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Dynamic coiling: straight rod

I. Meandering

II. Secondary patterns

IV. Translated coiling

III. Alternating loops

Dimensionless speed mismatch

Jawed et al, Proc. Natl. Acad. Sci. 2014

Jawed et al, Extreme Mechanics Letters, 2014

Me

an

de

rin

gA

lte

rna

tin

g lo

op

sTr

an

sla

tin

g c

oils

Page 8: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Meandering: Hopf bifurcation?Jawed et al, Proc. Natl. Acad. Sci. 2014

Amplitude Wavelength Decay length

Page 9: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Meandering length scale

What sets 𝝀𝟎?

Jawed et al, Proc. Natl. Acad. Sci. 2014

Geometry Onset wavelength

WavelengthAmplitude

Page 10: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Meandering length scale

Physical parameters

Density, 𝜌Young’s modulus, E

Rod radius, r0

Numerical Experiment

Vary one parameter

keeping others fixed

What sets 𝝀𝟎?

Jawed et al, Proc. Natl. Acad. Sci. 2014

Geometry Onset wavelength

Gravito-bending length scale

Page 11: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Meandering length scale

Geometry Onset wavelength

What sets 𝝀𝟎?

Jawed et al, Proc. Natl. Acad. Sci. 2014

H

Deployment height, H

Page 12: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Meandering length scaleJawed et al, Proc. Natl. Acad. Sci. 2014

Putting it all together:

Onset wavelength

Meandering wavelength

Meandering amplitude

Page 13: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Meandering Coiling length scaleJawed et al, Extreme Mechanics Letters 2014

Alternating loops

Translated coiling

Page 14: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Prominence of geometry

Jawed, M. K. et al

A Geometric Model

for the Coiling of

an Elastic Rod

Deployed Onto a

Moving Substrate

Journal of Applied

Mechanics, 82

(12):121007,

2015

Stephen Morris, U of Toronto

Fluid-mechanical sewing machine Why similarity?

Eitan Grinspun, Columbia U.

Molten glass sewing machine Cooking of Jalebi

Brun et al, MIT

Page 15: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Propulsion and instability of

bacterial flagella

Khalid Jawed

Noor Khouri

Pedro M. ReisElasticity, Geometry and Statistics Lab

Massachusetts Institute of Technology

Fang Da

Eitan Grinspun

Columbia Computer Graphics Group

Columbia University

R. SphaeroidesVibrio cholerae

R. Stocker (MIT)

Flagellum ~ 10 micron

Diameter ~ 10 nmHead

SimExpt

3 cm

H. Berg (Harvard) 10 µm

Page 16: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Experiments

Cameras

Motor

Temp.

probe

Water

circulation

λl

R

Physical properties

ω

Axial length

Helix pitch

Helix radius

Rod radius

Rod density

Young’s Modulus

Temperature of glycerin

Viscosity of glycerin3 cm

Page 17: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Numerics

Relation between velocity 𝒖 𝑠 at each point on flagellum and the force 𝒇 𝑠 exerted by the fluid.

Lighthill Slender Body Theory

Lighthill

Slender Body Theory +Discrete

Elastic

Rod

local non-local

where

𝛿 =1

2𝑟0 𝑒

[Lighthill SIAM Review, 1976]

Page 18: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Flagellar dynamics

Physical propertiesSimulationsExperiments

BuckledUnbuckled

Bacteria Model

BuckledUnbuckled

Fluid loading can cause buckling 𝐹𝑝 =𝐹𝑝

𝐸𝐼/𝑙2

h

Page 19: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Critical buckling velocity

BuckledUnbuckled BuckledUnbuckled

Critical angular velocity for buckling: ωb

Page 20: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Buckling characterization

20/8

Critical force ∼ Viscous force

Fc

Fv

1

1

Bacteria

Bacteria

Geometry dependent

coefficient

Page 21: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Phase diagram

Buckled

Son, K., Guasto, J., Stocker, R. (2013).

Bacteria can exploit a flagellar buckling

instability to change direction.

Nature physics, 9(8), 494-498.

Failure to functionality

Caulobacter crescentus (Wild)

Escherichia coli

Rhizobium lupini (Semicoiled)

R. lupini (Curly)

Salmonella (Wild)

Vibrio alginolyticus

Filled symbols: 𝐸𝐼 ∼ 10−23 N/m2

Y. Takano et al. JSME Int J., 2003

Open symbols: 𝐸𝐼 ∼ 10−24 N/m2

S. Fujime et al. J. Mol. Biol. (1972)

Norm. buckling velocity:

An

gu

lar

velo

cit

y sca

led

by

he

lix

rad

ius

Page 22: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Conclusion

Jawed, M. K., Khouri, N. K., Da, F., Grinspun, E., & Reis, P. M.

Propulsion and instability of a flexible helical rod rotating in a viscous fluid

Physical Review Letters, 115(16):168101, 2015

Jawed, M. K. & Reis, P. M.

Deformation of a soft helical filament in an axial flow at low Reynolds number

Soft Matter, 2016

Email: [email protected] Web: khalidjawed.com

Natural environment

Experiments Simulations

• Coupled effect of flexible structure + fluid

• Structure: Discrete Elastic Rods

• Fluid: Lighthill slender body theory

• Flagella can buckle above a threshold angular velocity

• Bacteria may exploit buckling for functionality

H. Berg (Harvard)

Page 23: Part 1 Part 2 - EPFL · Soft Matter, 2016 Email: khalidjm@mit.edu Web: khalidjawed.com Natural environment Experiments Simulations ... Bergou et al, SIGGRAPH 2008 Bergou et al, SIGGRAPH

Discrete Elastic Rods

Simulation loop

Explicit energy gradient and Hessian

Time-parallel frame

Bergou et al, SIGGRAPH 2008

Bergou et al, SIGGRAPH 2010