Deformable microswimmer in an external force field
Mohd Suhail Rizvi, Philippe Peyla, Alexander Farutin, Chaouqi Misbah
To cite this version:
Mohd Suhail Rizvi, Philippe Peyla, Alexander Farutin, Chaouqi Misbah. Deformable microswimmer in an external force field. Physical Review Fluids, American Physical Society, 2020, 5 (3),
10.1103/PhysRevFluids.5.033101. hal-03042921
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Deformable microswimmer in external force field
Mohd Suhail Rizvi,1, ∗ Philippe Peyla,1, † Alexander Farutin,1, ‡ and Chaouqi Misbah1, §
1
Laboratoire Interdisciplinaire de Physique, Université Grenoble Alpes and CNRS, F-38000 Grenoble, France
(Dated: December 18, 2020)
External forces, such as gravity, play significant role in the swimming properties of autonomous
biological microswimmers as well as artificial swimming robots. Here we have studied the influence
of the external forces on the transport characteristics of the triangular bead-spring microswimmers.
The microswimmer, formed by connecting three beads using three springs in an equilateral triangular
arrangement, is capable of performing autonomous translational (“mover”) and rotational (“rotor”)
motions. We show that for a mover triangle the application of a small external force results in
the alignment of swimming direction with that of the external force, a phenomenon known as
‘gravitaxis’. We demonstrate that this gravitactic nature of the active triangle is purely due to the
hydrodynamic interaction among the beads. Under large external force, however, the gravitactic
nature is lost. This transition from gravitactic to non-gravitactic motion of the microswimmer is
characterized by a saddle node or pitchfork bifurcation where the strength of the critical external
force scales linearly with the active force amplitude, fec ∼ fa . However, for the rotor triangle only
saddle node bifurcation is observed which results in a vanishing angular velocity as the strength of
the external force is increased. The critical value of the external force for the rotor, however, scales
2/3
as fec ∼ fa . These findings will provide insights into the the nature of biological swimming under
gravity, especially the gravitactic microorganisms such as Chlamydomonas, as well as guiding the
design of under water vehicles.
∗
†
‡
§
[email protected]
[email protected]
[email protected]
[email protected]
2
I.
INTRODUCTION
Swimming based on a change of shape is deployed by several biological systems [1–4] as well as artificial microswimmers [5–9]. For these microorganisms inertia is negligible and their propulsion is governed by purely viscous forces. In
real life biological as well as artificial microswimmers are rarely in isolated environments, and rather often experience
external flows and/or forces. Therefore, the presence of external forces, such as gravity in the case of biological
organisms or electromagnetic forces for some artificial microswimmers [10, 11], warrants the understanding of their
influence on the swimming properties [12].
It is known, for example, that the swimming direction of several biological organisms is influenced by the presence
of gravity, a phenomenon known as ‘gravitaxis’ [13–15]. Among the biological microswimmers, the phenomenon of
gravitaxis has been most extensively studied for Chlamydomonas reinhardtii [16], a unicellular alga, and Euglena
gracilis [17], a microscopic protozoan, both of which are found primarily in the fresh stagnant water bodies. These
microorganisms utilize cyclic deformations of flagella or the cell body itself to generate propulsion. The proposed
mechanisms for the gravitactic motions involve either a biological gravity sensor in the microorganisms [18, 19], or a
finite separation between the center of gravity and center of buoyancy (back-heaviness) [16], or the asymmetric shape
of the microswimmer [15, 20]. More recently, the behaviors of active colloidal particles [20], Janus particles [21] and
squirmers [22, 23] in the presence of external forces have also been the subject of intensive investigations revealing
shape asymmetry and collective effects as the possible sources of gravitaxis in these systems. Despite the rich behavior
revealed by these rigid microswimmers in the presence of external force, a little is known on the swimmers performing
shape change for locomotion.
Here, we consider a triangular bead-spring microswimmer as a prototypical model for swimming thanks to shape
change, and analyze the influence of external forces. This type of microswimmer is capable of performing steering
motion [8] and have also been used as a model for the swimming of C. reinhardtii [24], and magnetocapillary swimmers
[10]. This triangular bead-spring microswimmer is a generalization of the linear three-bead microswimmer which moves
only along a straight line [7]. The choice of bead-spring microswimmer as a model offers two advantages. Firstly, it
would provide a clear understanding of the microswimmer behavior under external forces, and secondly it will allow
to shed some new light on the effect of activity on the sedimentation properties of beads [25, 26] and bead-spring
assemblies [27, 28]. The sedimentation of a collection of particles has been quite an active area of research since very
long time [29, 30]. More recently, the dynamics of the sedimentation of bead assemblies have been studied using
analytical and numerical approaches [27, 28, 31, 32], revealing various dynamical behaviors of the passive particles
including steady sedimentation [28], hydrodynamic reorientation of asymmetric particles [33], oscillatory solutions
[27] as well as chaotic trajectories [34]. In particular, studies on the sedimentation of triplet of beads have shown
their sedimentation in a V-shaped stable arrangement [33] or oscillatory solution in the presence of periodic boundary
conditions [26]. On the other hand, for the sedimentation of elastic bead-spring assemblies, most of the studies have
focused on the dumbbells which demonstrate steady configurations [31] even at finite Reynolds number [28] and
oscillatory behaviors which depends on the ratio of gravitational and elastic forces [27]. The present work focuses
on the sedimentation of elastic triangular arrangement of the beads in the presence of activity. Besides revealing a
rich phase diagram of the microswimmer, this will provide some preliminary results that should help elucidating the
influence of activity on sedimentation properties of particle assemblies.
II.
TRIANGULAR BEAD-SPRING ASSEMBLY
A.
Passive bead-spring triangle
Three identical beads of radii a form an equilateral triangle (Fig. 1) with the help of three springs (equilibrium
lengths l, l ≫ a). This bead-spring assembly is suspended in a fluid of viscosity η and an external force field which
exerts force fe on each bead. The configuration of the triangle is described by θ, the angle formed between the line
joining one of the beads (labeled as bead-1) to the triangle center and the external force direction (Fig. 1). The
springs are assumed not to experience the external force or disturb the flow of the surrounding fluid. The triangle
although kept in a three-dimensional medium is constrained to move in its plane which contains the direction of the
external force.
Under the assumption of negligible inertia of the beads, that is Reynolds number Re = 0, the positions of the three
beads satisfy the following equations
X
dri
Gij · fj (r, t)
= µfi (r, t) +
dt
j6=i
(1)
3
êm
2
fa23 (t)
fa23 (t)
fe
3
fa13 (t)
θ
fa12 (t)
y
θ
fa13 (t)
x
Passive
fa12 (t)
1
Active
FIG. 1. Schematic of passive (left) and active (right) triangular bead-spring assemblies placed in an external force field fe . The
swimmer orientation θ is characterized by the angle made by the vector joining the triangle center with one of the beads and
the direction of external force fe . The unit vector êm marks the direction of motion for a mover triangle.
where µ = 1/(6πηa) is the mobility of each bead, fi = fe +
P
j6=i
acting on the ith bead and
1
Gij =
8πη
fsij is the total force (external force + spring force)
rij ⊗ rij
I
+
3
rij
rij
!
(2)
is the Oseen tensor between the ith and j th beads, and rij is the vector joining the ith and j th beads with rij = |rij |.
It has to be noted that for Oseen tensor to be a valid representation for the hydrodynamic interaction among the
beads it requires l/a ≫ 1. When this condition is not satisfied one can take the bead radii into account by considering
Rotne-Prager-Yamakawa tensor [35]. The Oseen tensor corresponds to the velocity field created by a localized force
in the Stokes flow
∇ · u = 0,
η∇2 u (r, t) − ∇P (r, t) + fp δ (r − r0 , t) = 0
(3)
where u and P are the fluid velocity and pressure, respectively, and fp δ (r − r0 , t) is the localized point force at r0 .
Here we consider the connecting springs to be finitely extensible nonlinearly elastic (FENE) in nature with resistance
force given by
fsij = −k
ǫij
1 − (ǫij /ǫm )
(4)
2
where ǫij = (rij − l)/l is the spring strain connecting the ith and jth beads, and ǫm is the magnitude of the maximum
possible strain for the spring. For very small deformations ǫij ≪ 1 the FENE spring behaves as a linear spring with
an elastic constant k.
B.
Active bead-spring triangle
In the absence of any external forcing, the above described triangular bead-spring assembly undergoes self-propulsion
when periodic active forces (see Fig. 1)
faij (t) = faij sin (ωt + αij )
(5)
are applied on the beads i and j along the connecting springs [8]. This arrangement of active force results in
autonomous motion as the total force and torque on the triangle vanish. In general, this active triangle is capable
of moving along arbitrary trajectories by appropriately modulating faij and αij [8]. In this paper, however, we limit
ourselves to two specific cases of the active triangle- (i) purely translational motion (“mover”) and (ii) purely
P rotational
(fsij + faij )
motion (“rotor”). We can study the swimming behavior of this active triangle using Eq. (1) with fi =
j6=i
4
as the total force on ith bead. For small force amplitudes faij ≪ k, we can perform a Taylor series expansion of Eq.
(1) in ξij , the displacement of the ith bead relative to that of the jth bead (see Appendix for details). For equal force
amplitudes, that is faij = fa ≪ k, and α12 = α13 = 0, α23 = α the triangle moves along a straight line with an average
velocity [8]
√ f2
va ≈ 3 a
klη
(1 − cos α) + (9λ + 2/λ) sin α
16π (9λ + 4/λ) (9λ + 1/λ)
3
êm + O(ξij
)
(6)
where λ = kµ/lω is the ratio of the time scales of the active force actuation (1/ω) and the triangle deformation (l/kµ).
It needs to be pointed out here that even though the fluid surrounding the swimmer follows Stokes equations (Eq.
(3), which are linear) the leading order dependence of swimmer translational velocity (the same holds for the angular
velocity, see below) on active force amplitude is quadratic. This non-linear relationship is due to the deformation
dependent propulsion mechanism of the swimmer. As in the Stokes problem, the swimmer velocity is proportional
to the force amplitude. However, motion takes place only because of the spring deformation, which is proportional
to force, hence a quadratic dependence of swimming speed on the force amplitude. This result has to be contrasted
with the force-dipole based rigid microswimmer models where the leading order dependence of swimmer velocity on
active force amplitude is linear (for an example, see [? ]). Further, microswimmers are usually classified as ‘puller’
(e.g. C. reinhardtii ) or ‘pusher’ (e.g. E. coli ) depending on the flow field they generate in the surrounding fluid
[1]. This puller-pusher characterization is based on the force-dipole (also known as stresslet Σ) representation of the
microswimmer where positive and negative values of stresslet correspond to pusher and puller swimmers, respectively.
As reported in [8], for fa ≪ k the mover triangle behaves as a neutral swimmer since the average stresslet over one
swimming stroke remains zero. However, for large active force amplitude this ceases to be the case with stresslet
Σ ∼ sin α which results in puller and pusher like behaviors of the triangle for α < 0 and α > 0, respectively.
Similarly, for fij = fa ≪ k and α12 = ∓2π/3, α23 = 0, and α13 = ±2π/3 the triangle performs pure rotational
motion with an angular velocity
Ωa = ±9
µfa2
1
3
+ O(ξij
).
kl 9λ + 4/λ
(7)
where negative and positive signs correspond to the clockwise and anti-clockwise rotations of the triangle in its plane,
respectively. The swimming behavior of the active triangle in the presence of external force can be studied by solving
Eq. (1) with
fi = fei +
X
fsij + faij
j6=i
(8)
where the three terms on right hand side correspond to external force, spring force and active force on the ith bead.
In the following we study the behavior of passive and active triangle in the presence of external force analytically as
well as numerically. In the analytical treatment we consider small deformation of the triangle (see details below) and
validate the obtained expressions by numerical simulation of the Eq. 1 with Eqs. (2), (4) and (8). For the numerical
simulations we utilized the odeint function of the scipy library in Python.
III.
A.
RESULTS
Passive bead-spring triangle
In order to delineate the effect of the interaction between the triangle activity and the external force field we first
need to understand the sedimentation properties of a passive triangle (faij = 0). In the absence of any hydrodynamic
interaction among the three beads, the passive triangle remains undeformed and undergoes purely translational
motion with a constant velocity µfe . Hydrodynamic interactions among the beads result in the triangle deformation
and rotation. For small deformations of the triangle, Eq. (1) can be linearized to obtain the angular velocity of
rotation
4
θ̇ = Ωe ≈ −Bfe3 sin(3θ) + O(ξij
)
(9)
5
3
2
fe
1
(A) Stable
h
b
(B) Unstable
FIG. 2. Schematics of (A) stable and (B) unstable steady state configurations of a passive triangle in an external force field fe .
√ 2
15 3
a
> 0. Further, the translational velocity of the passive triangle ve , described by the
where B =
512π ηl4 k 2
components in the directions normal (but within the plane of triangle) and parallel to the external force
√
3a fe2
3
⊥
ve ≈
sin(3θ) + O(ξij
)
(10)
64πηl2 k
√
a
3fe
3afe2
3
cos(3θ) + O(ξij
),
(11)
1−
+
vek ≈ µfe +
8πηl
16l
64πηl2 k
k
respectively, depends on its orientation θ. The first two terms in the expression for ve (Eq. (11)) correspond to the
sedimentation velocity of a rigid bead-spring triangle whereas the last term in the Eq. (11) and velocity component
ve⊥ (Eq. (10)) are due to the triangle deformability. For a rigid equilateral triangle there is no transverse migration
owing to its symmetry. This may not be true for a rigid irregular triangular arrangement of beads. The fe2 term
in Eq. (10) reflects the combination of the deformation (proportional to fe ) and the forces on the beads which are
also proportional to fe . This explains the result in Eq. (9), which is the product of velocity (proportional to fe2 )
and deformation (proportional to fe ). The 3θ dependence of Ωe and ve are the direct consequence of the equilateral
triangular shape of the assembly. For a triangle of asymmetric shape (for example, isosceles) we expect this dependence
to change from 3θ to θ as seen in biological as well artificial gravitactic microswimmers [15, 20].
The expression for Ωe (Eq. (9)) shows that there exist one stable (corresponding to θ = 0, 2π/3 and 4π/3) and
one unstable (corresponding to θ = π/3, π and 5π/3) steady state configurations of the passive triangle relative to
the external force (Fig. 2). In the stable steady state configuration, the triangle gets elongated along the direction of
external force whereas in the unstable configuration it is stretched in the direction normal to the external force field.
These two steady state configurations can be described by
√
3l 3fe
2
h≈
±
a + O(ξij
),
(12)
2 √ 8k
3fe
2
a + O(ξij
)
(13)
b≈l∓
4k
as the heights and base lengths of the isosceles triangle, respectively. It can be seen that in order to keep the
fe
4l
linearization of Eq. (1) valid, we must have, according to the above expressions,
≪√ .
k
3a
Further, elimination of sin(3θ) from equations (9) and (10) shows that ve⊥ is proportional to θ̇. This demonstrates
that in the steady state configuration (θ̇ = 0, Fig. 2A) the lateral motion of the passive triangle ceases. In the
following we will analyze the impact of activity of the mover and rotor triangles on their behavior under the action
of external force fields.
B.
Active bead-spring triangle
In order to analyze the effect of activity on the triangle dynamics in the presence of external forces, we calculate
the average translational and angular velocities over one cycle of the active force. In the following, we describe the
6
behavior of mover and rotor triangles.
1.
Translation of a mover in external force field
In the presence of an external force and activity we calculate the translational velocity of the triangular swimmer
by averaging Eq. (1) as
3 Z
X
2π X
vm =
Gij · fj (t) dt
µfi +
(14)
3ω i=1
j6=i
where fi = fei +
P
j6=i
fsij + faij is total force on the ith bead with contributions from external force, spring force and
activity, respectively. On averaging over the active force cycle for all three beads the first term in the above equation
has contributions only from the external force. For small triangle deformation, the integrand in the Eq. (14), can
be expanded as a Taylor series of the triangle deformation ξij (see Appendix for details) to obtain the leading order
terms in the expression of sedimentation velocity of a mover triangle (faij = fa , and α12 = α13 = 0, α23 = α) as
vm = ve + va + vae ,
(15)
which is described by three contributions: ve , the passive sedimentation velocity due to external force (given by Eqs.
(10) and (11)); va , the velocity due to the active propulsion (Eq. (6)); and vae , the effect of the coupling between
the active and the external forces with components
⊥
vae
= vae sin(2θ)
(16)
k
0
vae
= vae
− vae cos(2θ)
(17)
where
vae
3fe
16π
µfa2
ηkωl2
λ (18 cos α + 63) + (14 cos α + 22) /λ
4
+ O(ξij
)
(9λ + 4/λ) (9λ + 1/λ)
153λ2 + 19 (cos α − 1) + 18 sin α
µfa2
fe
4
+ O(ξij
)
≈
16π ηkωl2
(9λ + 4/λ) (9λ + 1/λ)
0
vae
≈
(18)
(19)
Due to the sinusoidal nature of the active force it can be seen that the terms proportional to fe fa and fa fe2 in the
Eq. (14) vanish on averaging over one active force cycle.
Equation (18) shows that even for α = 0, corresponding to the active triangle but with zero translational and
rotational velocities, the sedimentation velocity is enhanced due to its activity.
2.
Gravitaxis
Similar to passive triangle, the active mover triangle also demonstrates rotation in the presence of external force.
The average angular velocity of the rotation is given by
Ωm = Ωe + Ωae .
(20)
where
Ωae
√
µfa2
(27λ + 1/λ) (1 − cos α) + 18 sin α
3
4
≈−
fe sin(θ) + O(ξij
)
8π ηkωl3
(9λ + 4/λ) (9λ + 1/λ)
4
≈ −Afa2 fe sin(θ) + O(ξij
)
(21)
is the rotation due to the coupling between activity and the external forcing. This shows that we can write the
equation for the mover triangle orientation as (where we use that Ωm = θ̇ in Eq. (20))
4
θ̇ ≈ −Afa2 sin(θ) − Bfe2 sin(3θ) fe + O(ξij
)
(22)
7
θ
4π/3
π Gravitactic
swimming
non-Gravitactic
swimming
4π/3
π
2π/3
2π/3
π/3
π/3
0
0. 6 1. 0
2. 0
4. 0
fe /k
0
10.0
20.0
10.0
non-Gravitactic
swimming
fe /k
5π/3
50.0
B
Gravitactic swimming
5π/3
2π
A
θ
2π
C
non-Gravitactic swimming
4. 0
1
2. 0
fe
1. 0
0. 2
0. 5
0. 3
0.01
0.5 1.0 2.0 4.0 10.0
fe /k
A >0
1
Gravitactic swimming
0.02
0.05
fa /k
0. 1
A <0
0. 2
FIG. 3. Bifurcation diagrams for the gravitactic swimming of a mover with (A) A > 0 and (B) A < 0 as obtained from the
numerical simulation of Eq. (1). For fe < fec , the swimming direction for a pusher (α > 0) is same as that of external force. For
a puller swimmer (α < 0), however, the swimming direction depends on the sign of A (also see Fig. 4). The solid and dashed
lines represent the stable and unstable steady states, respectively. Values of other parameters are fa /k = 0.03, l/a = 100,
α = π/2,−π/4, and λ = 0.8, 0.3. (C) Phase diagram of the mover triangle from the numerical simulation of Eq. (1) for
different values of active and external forces. The critical value of the external force separating the gravitactic (shaded region)
and non-gravitactic behaviors scales linearly with the active force amplitude. The triangles represent the steady state behavior
of the microswimmer in the presence of fe with the arrows in the triangles denoting the respective direction of autonomous
propulsion.
1.0
Puller
Pusher
λ
0.8
fe
0.6
0.4
0.2
−
π
−
2
π/
0
π/
2
π
α
FIG. 4. Phase diagram showing swimming direction of puller (−π < α < 0) and pusher (0 < α < π) swimmers in the
gravitactic regime as obtained from numerical simulation of the mover triangle. The triangles in the three regions represent
the steady state swimmer configuration with the arrows denoting respective swimming directions. Values of other parameters
are l/a = 100, fa /k = 0.01 and fe /k = 0.5.
where coefficients A and B are given by Eqs. (21) and (9), respectively. It can be seen that for |A|fa2 ≫ Bfe2 , that is,
for large active force as compared to external force, there is only single stable steady state θ = 0 (for A > 0) or θ = π
(for A < 0). In other words, for very weak external forces the triangle aligns its swimming direction with that of
the external force field resulting in gravitactic swimming [14, 15] (Fig. 3A-B). This gravitactic behavior of the mover
triangle can be understood as follows. In the absence of external force the swimming direction is arbitrary (there is
continuous degeneracy, in that any direction is equivalent). Switching on the external force on the mover breaks down
the continuous family of directions into a discrete set of solutions nπ, where, for A > 0, 0 corresponds to a stable
(unstable for A < 0) and π to unstable (stable for A < 0) solution (modulo 2π). For |A|fa2 ≪ Bfe2 the external
8
force dominates the triangle dynamics resulting in three stable steady states (similar to passive triangle, see Eq. (9))
and the triangle gets trapped in any of these three steady states depending on its initial configuration. Therefore, for
strong external forcing the gravitactic nature of the mover triangle is lost. A close inspection of Eq. (22) shows that
depending on the values of A, which describes the flagellar beating pattern and frequency, the transition between the
gravitactic and non-gravitactic swimming of the mover triangle is described by a saddle node (for A > 0, Fig. 3A) or
pitch fork (for A < 0, Fig. 3B) bifurcation where the critical value of the external force is given by
2
(fec ) ≈ χ
A 2
f ,
B a
(23)
where χ = 1, −1/3 for A > 0 and A < 0, respectively. This shows that the critical value of the active force amplitude
scales linearly with the external force (Fig. 3B).
Further, it can be seen in Figs. 3A-B that for an external force just beyond fec the triangle orientation corresponding
to the stable steady states is not the same as that for the passive triangle (which is equal to 0 and 2π/3 for the stable
positions). For fe ≫ fec , however, the steady state orientations coincide with those for the passive triangle (Fig. 2).
As mentioned earlier, even though in the gravitactic regime the swimming direction gets aligned with the external
force its exact nature (θ = 0 or π), however, depends on A via α and λ. In fact for fa ≪ k in the gravitactic regime
for α ∈ [αc , 0], where
cos αc = 1 −
648
2
(27λ + 1/λ) + 324
and αc < 0
(24)
the θ = π orientation (which is unstable for passive triangle) becomes stable and θ = 0 becomes unstable. This,
combined with the dependence of swimmer propulsion direction on λ and α, results in three distinct swimmer behaviors
as shown in Fig. 4. For α > αc the swimming direction is along the external force direction whereas for α < αc it is
opposite to the external force. Further, for λ ≫ 1, that is very slow swimming strokes relative to the relaxation time
of the swimmer, and fa ≫ k we get αc ∼ 0. This demonstrates distinct behaviors for puller and pusher swimmers
under external force where pullers tend to swim opposite to the external force and pushers along the external force.
3.
Rotor in an external force field
We have seen in the last section the effect of external force on the straight trajectory (a mover) of the triangle.
Here we consider the other limit where the unperturbed swimmer is a rotor. In the absence of any external force the
rotor triangle (fij = fa , α12 = −α13 = ∓2π/3 and α23 = 0) performs only rotational motion with an angular velocity
Ωa (Eq. (7)). In the presence of external force the leading order terms in the angular velocity
4
Ωr = Ωa + Ωe + +O(ξij
)
(25)
are due to the active rotation and the rotation due to external force, respectively. From the expressions of Ωe (Eq.
(9)) and Ωa (Eq. (7)), we can write the equation for the orientation of rotor triangle as
4
θ̇ ≈ Cfa2 − Bfe3 sin(3θ) + O(ξij
)
(26)
where coefficient C (which can be positive or negative depending on the active force distribution) is easily read off
Eq. (7) and B > 0 (see Eq. (9)). This demonstrates that for |C|fa2 ≫ Bfe3 (weak external forcing) the swimmer
rotates with nearly a constant angular velocity (shaded region in Fig. 5). On the contrary, for |C|fa2 ≪ Bfe3 (strong
external forcing) the swimmer rotation stops and it gets trapped in one of the three steady states described by Eq.
(9). Similar to the mover triangle the qualitative change in the behavior of the rotor triangle as the strength of the
external forcing is increased, can be characterized by a saddle node bifurcation (Fig. 5A). Eq. (26) shows that the
critical value of the external force at the bifurcation point is given by
3
(fec ) ≈
2/3
and it scales with the active force amplitude as fec ∼ fa
|C| 2
f
B a
(Fig. 5B).
(27)
9
2π
5π/3
50.0
A
10.0
fe /k
θ
Rotation
5.0
c
fe
12.0
0.5
0.3
0.01
20.0
2
Rotation
f
1.0
3
0
3.0
4.0
3
2.0
2π/3
π/
no rotation
20.0
4π/3
π
B
0.02
fe /k
e
0.05
0. 1
0.2
fa /k
FIG. 5. (A) Bifurcation diagram for the rotor triangle from the numerical simulation of the rotor triangle. For fe < fec , the
rotor triangle has a non-zero angular velocity. The solid and dashed lines represent the stable and unstable steady states,
respectively. Values of other parameters are fa /k = 0.03, l/a = 100, and λ = 0.8. (B) Phase diagram of the rotor triangle
as obtained from numerical simulations. The critical value of the external force separating the rotating (shaded region) and
2/3
non-rotating states scales as fec ∼ fa .
4.
Lateral migration of a rotor
Recall that in the absence of any external force the rotor does not show any translational motion. The application
of external forcing, however, results in a lateral migration along with an enhancement of mobility along the external
force direction. The total velocity for the rotor with α12 = ∓2π/3, α23 = 0 and α31 = ±2π/3 is given by
vr = ve + v̂ae
(28)
where the components of v̂ae are
⊥
v̂ae
k
v̂ae
27fe
1
fa2
4
≈±
+ O(ξij
)
2
2
2
2
768π
k η l µ 9λ + 4/λ
µfa2
1
27fe
4
+ O(ξij
)
≈
2
32π ηkωl
9λ + 4/λ
(29)
(30)
It is noteworthy that the leading order terms in the velocity due to the coupling between activity and external force
⊥
do not depend on the triangle orientation. Further, the direction of lateral migration (v̂ae
) depends on the nature of
the active forcing. A reversal of the direction of active rotation (by modulation of αij ) also results in the reversal of
the direction of lateral migration.
C.
Velocity fields
In order to gain further insights into the nature of the swimming of the active triangle in the presence of external
force we calculate the velocity fields generated by these microswimmers in the surrounding fluids. For a passive
triangle, the steady state fluid velocity in the reference frame attached to the triangle is given by
up (r) = −ve + ue (r) + uF D
where ve is the velocity of triangle sedimentation, ue (r) =
3
P
i=1
(31)
G (r, ri ) fe (where ri is the position of ith bead and G
is given by Eq. (2)) is the velocity induced by the external force fe acting on the beads, and uF D (r) is the velocity
field due to the deformation of the triangle.
10
A
B
FIG. 6. (A) Velocity field uF D due to the force-dipoles induced by the passive bead-spring triangle in external force field.
Parameter values are l/a = 100, fe /k = 1. (B) Schematic showing the forces acting on the three beads of the passive triangle
in the reference frame co-moving with the triangle.
Fig. 6A shows the nature of uF D (r) in the reference frame attached to the passive triangle. It can be seen that this
velocity field resembles the one due to the swimming of Chlamydomonas, a biflagellated alga [36]. This is expected
since in the steady state the passive triangle gets elongated in the direction of the external force which leads to three
point forces (or stokeslets) acting on the three beads, which is also a simplified representation of Chlamydomonas for
the far-field velocity field [36]. In the calculations of the far-field fluid velocity these stokeslets can also be represented
as as three force dipoles along the three connecting springs (Fig. 6B). We obtain the leading order terms in the
far-field uF D as
!
√
2
9 3a fe r
(r · fe )
2
2
uF D (r) ≈
r −3
+ O(ξij
)
(32)
128πη r5
fe2
which shows a 1/r2 dependence, as expected from the force-dipoles. This shows that the terms ue and uF D in the
Eq. (31) decay as 1/r and 1/r2 , respectively. It has to be noted that the velocity field uF D is independent of stiffness
of the springs, k. It can be understood by the fact that for fe ≪ k, the linear nature of spring results in triangle
deformation by a magnitude which is proportional to fe /k. Therefore, force acting at each bead due to the triangle
deformation is proportional to k × fe /k = fe which is independent of k.
The application of the activity on the triangle results in additional correction ua in the velocity field (Fig. 7). As
shown previously in [8], the average far-field velocity field due to the mover triangle in the absence of any external
force can be represented by a rotlet-dipole. This rotlet-dipole is composed of two rotlets of opposing polarity placed
at the beads-2 and 3 (Fig. 7A’). Similarly, for the rotor triangle the far-field velocity field can be expressed in terms
of three rotlet-dipoles (Fig. 7C’). The rotlet-dipole representation of the velocity field due to triangle activity, in both
of these instances, demonstrates a 1/r3 decay of the fluid velocity. The analytical expressions for the far field velocity
fields due to mover and rotor triangles are given in [8].
Therefore, in presence of activity (fa ≫ fe ) the near-field velocity field in the fluid is primarily due to the swimmer
activity, whereas, the far-field is described by the external force. For a mover triangle with fa ≫ fe its gravitactic
property also ensures a symmetric nature of the total fluid velocity about fe in the steady state (Fig. 7B-B’). On the
other hand, for fa ≪ fe (non-gravitactic swimming) the fluid velocity is not necessarily symmetric about fe since the
propulsion direction of the mover is not always aligned with fe . Similarly, the velocity field due to a rotor triangle in
the presence of external force is also not symmetric (Fig. 7D-D’)
IV.
DISCUSSION
The sedimentation behavior of the passive flexible triangle presents a picture somewhere in between the two extremes
of rigid triangle and an unconnected triplet of particles. The rigid triangle sediments with constant velocity (although
higher than that of single isolated bead) and the external force does not have any influence on its orientation. On the
other hand, an unconnected bead triplet is known to demonstrate many equilibrium configurations, including ‘kissing’
(where only one pair of beads touch each other) and ‘chain’ (where there are at least two touching pairs) configurations
[37], as well as oscillatory [25, 27] and chaotic solutions [34]. We have seen that for the flexible triangle, the application
of external force results in its deformation to an isosceles triangle (Fig. 2). A rigid isosceles arrangement of beads has
been known to reorient itself along the external force [33]. Therefore, it can be seen that the external force deforms
the equilateral triangle to an isosceles configuration, which, in turn, gets reoriented to align with the external force.
11
A
A
′
D
C
B
B
′
C
′
D
′
FIG. 7. Velocity fields due to a mover triangle with (A) fa /k = 0.01, fe = 0, (B) fa = 0.02, fe = 0.01, and a rotor triangle
with (C) fa = 0.01, fe = 0 and (D) fa = 0.02, fe = 0.01 averaged over one cycle of activity. Other parameters are l/a = 100,
λ = 0.8, (A,B) α12 = α13 = 0, α23 = π/2, and (C,D) α12 = −α13 = −2π/3, α23 = 0. Corresponding lower panels show
the schematics with the singularity representations where straight and curved arrows mark the average stokeslets and rotlets,
respectively.
Although the results shown here are limited to a triangle constrained to move along a vertical plane, it can be easily
generalized to a three dimensional bead-spring assemblies such as a tetrahedral arrangement. We do not observe
any oscillatory or chaotic regimes for the passive triangle for the range of fe /k we report in this paper. However, our
preliminary results for higher magnitude of external force demonstrate oscillatory as well as chaotic regimes which we
hope to report on in the future. The oscillatory solutions of the bead-spring triangle for large external forces can be
considered a simplified model of the sedimentation of the deformable and irregular bodies [27, 38]. Furthermore, the
oscillatory solutions also raise a possibility of design of passive swimmers under combined force and flow fields [39].
The introduction of the activity further enhances the rich dynamics of the triangle. For the active mover triangle
a weak external forcing results in the gravitactic motion. This hydrodynamics based mechanism for the gravitaxis
depends on the puller-pusher characteristic. For pullers, such as C. reinhardtii, the swimming direction is opposite
to the external force (for example gravity). However, pushers, such as E. coli and Spermatozoa, swimming in the
direction of the external force. Further, considering the case of C. reinhardtii, its flagellar beating patterns correspond
to α < 0 [24]. If we take the following values for the active and external forces fa = 0.25k and fe = 5k (values which
yield a typical beating pattern) the maximum angular velocity due to the coupling of activity and external force is
approximately 0.01-0.05/cycle. This shows that it would take approximately 50-100 cycles for a C. reinhardtii to
realign its direction for swimming opposite to the gravity. This time is much smaller than the average duration of
“free-flight” time (the duration between two consecutive tumbling events) which is close to 10s (or approximately
500-1000cycles) [40]. Furthermore, this hydrodynamics driven gravitaxis also provides more control for the swimming
of micro-organisms as opposed to the back-heaviness [16]. As shown in Fig. 4, for hydrodynamic gravitaxis, swimmer
can change its direction of swimming, when required, by modulating the beating patterns of the flagella. We also
see that by performing an appropriate flagellar beating (such as that for a rotor) a swimmer can undergo rotational
motion even in the presence of external forcing. We expect the microorganisms to deploy a combination of ‘mover’
and ‘rotor’ states to move along arbitrary trajectories in the presence of the forces such as gravity. Therefore, the
hydrodynamics driven gravitaxis shown here offers a new perspective for further experimental investigations which
may require micro-gravity setup [41] for gravitaxis. It needs to be highlighted that the deformation of the triangle
due to the active or external forces is inversely proportional to the stiffness of the spring k. Therefore, the regimes of
high/low external and active forces can also be interpreted as low/high stiffness of the springs. From the analytical
expressions it can be seen that the behaviors of active and passive triangles for small external and active forces also
correspond to very large values of k.
12
The reorientation of the swimmer in the presence of external force is also expected to have effects on their behavior
in suspensions. The active symmetric rigid particles (movers) have been known to demonstrate polar ordering along
the direction of the applied external force [12, 42, 43]. The mechanism of this polar order has been attributed to the
rotational diffusion or run-and-tumble nature of the active particles. For the deformable swimmers also, as considered
here, we show a polar ordering, albeit in a dilute regime, by virtue of their alignment of swimming direction with
that of the external force. However, the mechanism of this polar ordering is of fundamentally different nature since
it is caused by its activity driven deformation which does not depend on the rotational diffusion or tumbling of the
swimmer. The activity of the mover triangle results in its change of shape from an equilateral triangle to an isosceles
one which is known to demonstrate gravitaxis [33]. The properties of collective sedimentation of the triangular active
particles would require further systematic analysis.
V.
CONCLUSIONS
We have used numerical simulation and analytical approaches to study the behavior of a triangular microswimmer
in the presence of external force. We have observed that the flexibility of the connecting springs and the active forces
leads to faster movement of the triangle than that of a single particle in the same external force. We have also
found that for translational microswimmers an application of weak external force leads to its alignment of propulsion
direction with that of external force. Under strong external forces we have shown that there are three distinct stable
steady states possible which leads to loss of gravitaxis of translational microswimmer and rotation for rotational
microswimmer.
ACKNOWLEDGEMENTS
We thank CNES (Centre National d’Etudes Spatiales) and the French-German University Programme “Living
Fluids” (Grant CFDA-Q1-14) for a financial support.
APPENDIX
In the following we provide the details of the derivation of the equations in the main text.
A.
Active triangle in the absence of external force
The details of the derivations of the swimming properties of the active triangle in the absence of any external force
are given in [8] and [24]. Here, we describe the important steps to obtain Eqs. (6) and (7). The actuation of the active
triangle is prescribed by the active forces given by Eq. (5). In the absence of external force (fe = 0), application of
active force results in periodic deformation of the triangle. The average swimming velocity of the triangle in one cycle
of the active force can be written as
3 ZT
X
X
1
µfi (r, t) +
va =
(33)
Gij · fj (r, t) dt.
3T i=1
0
j6=i
(fsij + faij ) is the total force (spring+active) acting on ith bead and T = 2π/ω is the time period of the
P
active force. The first term on the right hand side of the above equation vanishes due to force free condition
fi = 0.
We utilize the Taylor series expansion of the Oseen tensor (Eq. (2)) around the equilibrium triangular configuration
to get
3 ZT
1 X X
3
va =
(ξij (t) · ∇) Gij · fj (r, t) dt + O(ξij
),
(34)
3T i=1
where fi =
P
j6=i
0
j6=i
where ξij (t) = xi (t) − xj (t) represents the small relative displacement of the ith bead with respect to the j th bead
(Here xi is the displacement of the ith bead from its equilibrium position). Here we have used the force-free condition.
13
For |ξij | ≪ l, the springs behave linearly and, as a result, we can expand Eq. (1) as a Taylor series to obtain
X
X
X
r
r
k
k
dxi
ij
jm
2
0
Gij
+ O(ξij
)
=µ
+
fajm − 2 ξjm · rjm
faij − 2 ξij · rij
dt
l
l
l
l
j6=i
(35)
m6=j
j6=i
0
is the Oseen tesor for the undeformed triangle. We can obtain the equation for ξij as
where Gij
dξij
dxi
dxj
=
−
dt
dt
dt
(36)
which is a linear ordinary differential equation in ξij with sinusoidal forcing fa . The general solution to this equation
can be written in the form
ξij = Aij sin(ωt) + Bij cos(ωt)
(37)
which can be substituted into Eq. (36) to solve for the coefficients Aij and Bij . This gives a linear dependence of ξij
on fa . Therefore, it can be seen from Eq.(34) that the leading order dependence of swimming speed on fa is quadratic
since the terms linear in fa vanish when averaged over one cycle. In the same spirit the average angular velocity can
be written as
T
Z
3
1 X 0
3
Ωa = 2
).
r × vic (t)dt + O(ξij
T l i=1 ic
(38)
0
where r0ic is the position vector of the ith bead relative to triangle center of mass and vic (t) is the relative velocity of
that bead with respect to the center of mass of the microswimmer.
For sufficiently small amplitudes of the active forces, that is fa ≪ k, the evolution equations of the beads positions
can be obtained up to linear order accuracy (O(ξij )) from Eq. (1). Substitution of these values of beads position into
Eqs. (34) and (38) gives us the translational and rotational velocities of the active triangle which simplify to Eqs. (6)
and (7) by fixing α12 = α13 = 0, α23 = α, and α12 = ∓2π/3, α23 = 0, α13 = ±2π/3, respectively.
B.
Passive triangle in external force field
For the passive triangle in the external force field we can follow the same approach as described for the active
triangle above. The sedimentation velocity of the passive triangle is given by
3
X
1 X
ve =
µfi (r, t) +
(39)
Gij · fj (r, t) .
3 i=1
j6=i
fsij is the total force (external+spring) acting on the ith bead. We assume that the relative
P ij
[An sin(nθ) +
displacement of the beads is dependent on the triangle orientation (see Fig. 1) that is ξij (θ) =
where fi = fe +
P
j6=i
n
ij
ij
Bij
n cos(nθ)] and solve Eq. (1) for An and Bn by expanding it in the form shown by Eq. (36). Please note that for
the passive triangle in the external force field the active force term in Eq. (36) has to be replaced by the external
ij
force. Substitution of the values of coefficients Aij
n and Bn into Eq. (39) yields Eqs. (10) and (11). Similarly, the
angular velocity of the passive triangle can be written as
Ωe =
=
3
1 X
(ri × ṙi )
l2 i=1
3
1 X
µ
(r
×
f
)
+
(ri × (Gij · fj ))
i
i
l2
l2 i=1
which simplifies to Eq. (7) for small deformation of the triangle.
(40)
14
C.
Active triangle in external force field
Here too, we follow the same approach with the total force on each bead given by Eq. (8). It needs to be pointed out
that due to its activity the deformation of active P
triangle depends on its orientation θ as well as on time t. Therefore,
ij
the relative displacement of the beads ξij (θ, t) = [Aij
n (t) sin(nθ)+Bn (t) cos(nθ)] has the time dependent coefficients
n
ij
ij
ij
ij
ij
ij
ij
Aij
n (t) and Bn (t). Assuming An (t) = Pn sin(ωt)+Qn cos(ωt) and Bn (t) = Rn sin(ωt)+Sn cos(ωt) one can linearize
Eq. (1) following similar approach as for Eq. (36) to obtain the coefficients. Substitution of these coefficients in Eqs.
(39) and (40) along with the appropriate values of phase angles αij gives us the desired analytical expressions.
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