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Universita degli Studi di Milano
Facolta di Scienze Matematiche, Fisiche e Naturali
Laurea Triennale in Fisica
Variational dynamics of ultracoldfermion-boson mixtures
Relatore: Dott. Nicola Manini
Correlatore: Dott. Luca Salasnich
Nicola Ferri
Matricola n◦ 675270
A.A. 2007/2008
Codice PACS: 03.75.-b
Variational dynamics of ultracold
fermion-boson mixtures
Nicola Ferri
Dipartimento di Fisica, Universita degli studi di Milano,
Via Celoria 16, 20133 Milan, Italy
26/02/2008
Abstract
We study the mean-field dynamic of a interacting boson-fermion mix-
ture in an harmonic trap, by means of a Gaussian variational ansatz.
We find concentric stationary solutions in the repulsive regime and in the
regime of weak boson-fermion attraction. Above a threshold value of the
repulsion parameter, a stable symmetry-broken stationary solution bifur-
cates, characterized by the displacement of the center of mass of the bosonic
and fermionic clouds in opposite directions away from the trap center. We
observe linear and nonlinear oscillations of the width and center of mass
of the boson and fermion distributions whenever we let the system evolve
starting from a non stationary initial condition.
Advisor: Dr. Nicola Manini
Co-Advisor: Dr. Luca Salasnich
3
Contents
1 Introduction 5
2 The formalism 5
2.1 Dimensionless units . . . . . . . . . . . . . . . . . . . . . . . . . . 7
3 The Gaussian ansatz 8
4 Euler-Lagrange equation 10
4.1 Stationary points . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
4.2 Time evolution . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13
5 Discussion 19
Bibliography 23
4
1 Introduction
Ultracold atoms in electromagnetic traps provide a fashionable playground for ex-
ploring many-body dynamics in simple idealized configurations or in complicated
interesting situations [1, 2, 3]. In particular rarefied boson-fermion mixtures [4, 5]
present a rich bulk phase diagram [6], and nontrivial dynamical properties where
experimental investigation is only starting [3, 5, 7, 8, 9, 10]. In the present thesis,
we consider the rather idealized case of a zero-temperature dilute mixture com-
posed of Nb atomic bosons forming an interesting Bose-Einstein condensate and
Nf attractive atomic fermions in the superfluid state. The mixture is trapped by
an external optical field which induces a spherically-symmetric harmonic confine-
ment.
At extremely low temperatures dilute bosonic atoms form a pure Bose-
Einstein condensate, which is a bosonic superfluid. Also attractive fermions
equally distributed into two hyperfine states form a superfluid of Cooper pairs:
a fermionic superfluid. Both bosonic and fermionic superfluids are characterized
by an irrotational velocity field. We use the quantum irrotational hydrodynamics
(QIH) to study our superfluid Bose-Fermi mixture.
We assume that the motion of the boson and fermion densities is driven by
two coupled fields: the macroscopic wave function ψb(r, z, t) of the Bose-Einstein
condensate and the Ginzburg-Landau order parameter ψf (r, z, t) of the Cooper
pairs of fermionic atoms.
We use for the fields ψj(r, z, t) (j = b, f) a cylindrically-symmetric Gaussian
ansatz. This ansatz depends on variational parameters which characterize the
position and width of each atomic clouds. Within this simplifying hypothesis we
integrate the action over spatial variables and obtain an effective action which
provides the equations of motion for the variational parameters. We study the
stationary solutions and the numerical dynamics of the parameters.
2 The formalism
The QIH action functional A of the Bose-Fermi mixture is given by
A =
∫
(Lb + Lf + Lbf) d3r dt , (1)
5
where Lb is the bosonic Lagrangian density, Lf is the fermionic one, and Lbf is
the Lagrangian density of the Bose-Fermi interaction.
We consider the bosonic Lagrangian density Lb defined by
Lb =i
2~(ψ∗
b
∂
∂tψb − ψb
∂
∂tψ∗b ) +
~2
2mbψ∗b∇2ψb −
1
2gb|ψb|4 − Vb|ψb|2 , (2)
where Vb(r) is the external potential acting on the atomic bosons. gb is the
boson-boson interaction strength associated to the s-wave interatomic scattering
length ab by the formula gb = 4π~2ab
mbwith mb the mass of the single bosonic atom.
ψb(r, t) is the macroscopic wave function of the Bose-Einstein condensate, such
that nb(r, t) = |ψb(r, t)|2 is the local number density of bosonic atoms. The total
number of bosonic atoms reads
Nb =
∫
|ψb(r, t)|2d3r ,
where integration extends through all three dimensional space.
The fermionic Lagrangian density Lf is defined as
Lf =i
2~(ψ∗
f
∂
∂tψf − ψf
∂
∂tψ∗f ) +
~2
4mfψ∗f∇2ψf − 2ε(2|ψf |2)|ψf |2 − 2Vf |ψf |2 (3)
where 2Vf(r) is the external potential acting on a Cooper pair of mass 2mf , where
mf is the mass of a single fermionic atom. ε is the bulk energy per particle of the
fermions, which is a function of the number density nf(r, t) = 2|ψf(r, t)|2 where
ψf (r, t) is the Ginzburg-Landau order parameter of the superfluid Fermi gas, i.e.
the macroscopic wave function of Cooper pairs. The total number of fermionic
atoms is given by the normalization
Nf = 2
∫
|ψf (r, t)|2 d3r .
The bulk energy per particle of a two-spin component attractive Fermi gas can
be expressed by the following expression
ε(nf) =3
5
~2k2f
2mf
G
(
1
ahkF
)
, (4)
where G(y) depends on the local inverse interaction parameter y = 1/(ahkf(nf))
is a function of position r and time t, because the Fermi momentum is kf(r, t) =
(3π2nf (r, t))1/3 the local Fermi wave vector. af is the fermion-fermion scattering
length.
6
In the experiments on the BCS-BEC crossover the scattering length af of
superfluid fermions is changed by using an external magnetic field: the Feshbach
resonance technique. af is varied from large negative values, so that y ≪ −1
and the Fermi superfluid is a BCS state of weakly bound Cooper pairs, to large
positive values, so that y ≫ 1 and the fermions form a weakly repulsive Bose gas
of molecules. In the first case we have G(y) = 1 + 10/(9πy) + O(1/y2), in the
second case G(y) = 5aM/(18πahy) + O(y5/2), giving the asymptotic behavior of
G(y). Another special limit is y = 0, the so called unitarity limit, in which one
expects that the energy per particle is proportional to a non-interacting Fermi
gas with coefficient G(0) = 0.42.
An analytical formula of the universal function G(y) which fits the numer-
ical results from Monte Carlo simulations [11] and obeys the above asymptotic
expressions is G(y) = α1 − α2 arctan(
α3yβ1+|y|β2+|y|
)
, with the specific value for αi
and βi given in Ref.[12].
The Lagrangian density Lbf of the Bose-Fermi interaction is given by the
simple form
Lbf = −2gbf |ψb|2|ψf |2 , (5)
where gbf =2π~2abf
mrwhere is the Bose-Fermi interaction strength, with mr =
mbmf/(mb + mf) as the reduced mass and abf the Boson-Fermion scattering
length.
Finally the external trapping potential is taken of the simple harmonic form,
Vj(x, y, z) =1
2mjω
2j (x
2 + y2 + z2), j = b, f. (6)
We assume generally different trapping frequencies for bosons and fermions.
In the present preliminary investigation we assume spherical symmetry of the
trap. The trapping potential for bosons defines a natural harmonic-oscillator
length scale ah = ~1/2m
−1/2b ω
−1/2b .
2.1 Dimensionless units
The Lagrangian is conveniently expressed in dimensionless form by using natural
units for each physical quantity, as listed in Table 1. Tildes identify the quantities
in reduced dimensionless units, e.g. t = ωbt, r = r/ah, Lj = Lj/~ωb, ψj = a3/2h ψj .
7
Physical quantity units used
Mass mb
Time ω−1b
Length ah =√
~
mbωb
Energy ~ωbDensity a−3
h
Table 1: Natural units used in the calculations
The bosonic part is
Lb =a3h
~ωbLb =
a3h
~ωb
[
ωbi~a−3
h
2(ψ∗
b
∂
∂tψb − ψb
∂
∂tψ∗b ) +
~2
2mba5h
ψb∗∇2ψb+
− 1
2
1
~ωba3h
4π~2ab
mb|ψb|4 − a−1
h mbω2b
1
2r2|ψb|2
]
=
=i
2(ψ∗
b
∂
∂tψb − ψb
∂
∂tψ∗b ) +
1
2ψ∗b ∇2ψb − gb
1
2|ψb|4 −
1
2r2|ψb|2. (7)
Likewise the fermionic part is
Lf =a3h
~ωbLf =
i
2(ψ∗
f
∂
∂tψf − ψf
∂
∂tψ∗f ) + λ
1
4ψ∗f∇2ψf − 2ε(2|ψf |2)|ψf |2 −
1
λ′r2|ψf |2 (8)
where ε(2|ψf |2) = 1~ωbε(2
|ψf |2
a3h
).
Finally, the interaction Lagrangian term is
Lbf =a3h
~ωbLbf = −2gbf |ψb|2|ψf |2 . (9)
The several dimensionless parameters introduced above are:
λ =mb
mf, λ
′
=mbωbmfωf
, gb =4πabah
, gbf =2πabfmb
ahmr. (10)
Hence, we shall use the rescaled units and suppress all tildes from now on, to
keep the notation simple.
3 The Gaussian ansatz
Even though the external potential is assumed to be spherically-symmetric, we
choose a cylindrical symmetric Gaussian ansatz allowing for independent axial
8
displacements of the Fermion and Boson clouds
ψj(x, y, z, t) = ψj(r, z, t) = Aje−
r2+(z−z0j(t))2
2σj (t)2 ei[αj(t)(r2+z2)+pj(t)(z−z0j (t))] . (11)
The 4+4 parameters defining the Gaussian fields carry a time dependence which
is often left implicit σj = σj(t), αj = αj(t), pj = pj(t), z0j = z0j(t), with
j = b, f . The field normalization is
Ab =
√
Nb
σ3bπ
3/2, Af =
√
Nf
2σ3fπ
3/2. (12)
We substitute the ansatz into Eqs.(7), (8) and (9) and integrate the total
Lagrangian density over space:
LTOT =
∫
(Lb + Lf + Lbf)d3r = Lb + Lb + Lbf . (13)
The integration is carried out in cylindrical coordinates.
The resulting bosonic part of Lagrangian is given by:
LbNb
= −3
2αbσ
2b + pbz0b − αbz
20b (14)
−[
3
4
1
σ2b
+ 3α2bσ
2b + 2α2
bz20b +
1
2p2b + 2pbαbz0b
]
−[
gb2
Nb
σ3b (2π)
32
+3
4σ2b +
1
2z20b
]
.
The terms in the first line are generated by time derivatives in Eq.(7). The
first term is the same that one finds in the spherical case, the second and the
third term arise from the motion of the Gaussian center of mass. In the second
line we have the terms generated from the Laplacian. The first and the second
term are ordinary terms of the spherical case, the three other terms again relate
to center of cent-re-mass motion. The third line contains the self-interaction term
and the terms derived from the external harmonic potential.
The fermionic part of the Lagrangian is given by
LfNf
= −3
4αfσ
2f +
1
2pf z0f −
1
2αfz
20f (15)
−[
3
16
1
σ2f
+3
4α2fσ
2f +
1
8p2f +
1
2α2fz
20f +
1
2pfαfz0f
]
λ
−[
4√π
Φ(Nf
σ3fπ
32
) + (3
4σ2f +
1
2z20f )
1
λ′
]
,
9
with
Φ(x) =
∫ +∞
0
ε(xe−ξ2
)e−ξ2
ξ2dξ. (16)
The Bose-Fermi interaction takes the following form:
Lbf = −gbfNfNb
[
1
π
1
(σ2b + σ2
f)
]32
e−
(z0f−z0b)2
(σ2f+σ2
b) . (17)
It is convenient to organize the terms in LTOT into two groups, LTOT = T−E,
as follows
T = − 3
2Nb[σ
2b αb + 2α2
bσ2b ] −Nb[αbz
20b − pbz0b] − 2Nb[α
2bz
20b + pbαbz0b] (18)
− 3
4Nf [σ
2f αf + λα2
fσ2f ] −
Nf
2[αfz
20f − pf z0f ]
− Nf
2[α2fz
20fλ+ pfαfz0fλ] ,
E =3
4Nb[
1
σ2b
+ σ2b ] +
3
4Nf [
λ
4σ2f
+σ2f
λ′] +
gb2
N2b
(2π)32
1
σ3b
+ (19)
+Nf
2[z20f
λ′+
1
4p2fλ] +
Nb
2[p2b + z2
0b] +
+4Nf√π
Φ(Nf
σ3fπ
32
) +gbfNfNb
π32 (σ2
f + σ2b )
32
e−
(z0f−z0b)2
σ2f+σ2
b .
4 Euler-Lagrange equation
We write now the Euler-Lagrange equation for the boson parameters. To simplify
the notation we use the shorthand S2 = σ2f + σ2
b , Z = (z0f − z0b).
From the αb-Euler-Lagrange equation ∂∂t
∂L∂αb
− ∂L∂αb
= 0 we obtain:
σb = −2
3
z0bz0bσb
+ 2αbσb +4
3
αbz20b
σb+
2
3
pbz0bσb
. (20)
From the equation ∂∂t
∂L∂pb
− ∂L∂pb
= 0 we obtain:
z0b = pb + 2αbz0b . (21)
10
We use both equations, by inserting Eqs.(21) into (20) and obtain
αb =σb2σb
. (22)
We use now ∂∂t
∂L∂z0b
− ∂L∂z0b
= 0, i.e.
pb = −4α2bz0b − 2pbαb − z0b − 2αbz0b − gbfNfπ
− 32 e−(Z
S)2 2Z
S5. (23)
∂∂t
∂L∂σb
− ∂L∂σb
= 0 yields the last equation of motion for the boson parameters
αb =1
2σ4b
− 2α2b −
1
2+
1
2gb
Nb
(2π)32
1
σ5b
+ (24)
−gbfNfπ− 3
2
[
−e−(ZS
)2
S5+
2Z2e−(ZS
)2
3S7
]
.
We plug now equations (24), (21) and (22) into equation (23) to obtain:
pb = −z0bσ4b
+σ2b
σ2b
z0b − ˙z0bσbσb
− gbNb
(2π)32
z0bσ5b
− gbfNf (1
π)
32S−52Ze−(Z
S)2 + (25)
−2z0bgbfNfe−(Z
S)2(
1
π)
32S−5 + 2z0bgbfNfe
−(ZS
)2(1
π)
32S−7Z2 =
= −z0bσ4b
+σ2b
σ2b
z0b − ˙z0bσbσb
− gbNb
(2π)32
z0bσ5b
+
+2Nf gbfπ− 3
2e−(ZS
)2[
− Z
S5− z0bS5
+2z0bZ
2
3S7
]
.
We substitute αb from Eq. (24) and pb from Eq. (21) into Eq. (23) and then
we use the relation for αb in (22) to obtain an equation for pb involving only σb e
zb for bosons and fermions at the right-hand side.
The Euler-Lagrange equations for fermion parameters are:
σf =1
2αfσfλ , (26)
z0f =1
2pfλ+ αfz0fλ , (27)
αf = −λα2f −
1
λ′+
λ
4σ4f
+8Nf
π2σ5f
Φ′(Nf
σ3fπ
32
) + (28)
+2gbfNbe−(Z
S)2π− 3
2
[
S−5 − 2Z2S−7
3
]
.
11
Like for bosons we obtain an expression for pf :
pf = −2α2fz0fλ− pfαfλ− 2z0f
λ′− 2αfz0f + 2gbfNbπ
− 32 e−(Z
S)2 2Z
S5= (29)
=8σ2
fz0f
λσ2f
− z0fλ
2σ4f
− 4z0f σfσfλ
− 16Nfz0fπ2σ5
f
Φ′(Nf
σ3fπ
32
) +
+2gbfNbe−(Z
S)22π− 3
2
[
Z
S5− z0fS5
+2z0fZ
2
3S7
]
.
Differences between fermion and boson include the λ factor, the self-interaction
term, and the sign of one term in pj . Several factors of 2 come from ψf describing
the motion of Cooper pairs, as opposed to individual bosons.
The terms involving Φ′ in Eqs.(28) and (29) derive from: ∂∂σf
Φ = ∂x∂σf
∂∂x
Φ(x) =
− 3Nf
σ4fπ
32Φ′(x), where x =
Nf
σ3fπ
32. The integral definition of Φ yields
Φ′(x) =∂
∂x
∫ +∞
0
ξ2ε(xe−ξ2
)dξ =
∫ +∞
0
ε(xe−ξ2
)ξ2e−2ξ2. (30)
We substitute the relation ∂∂ξ
[
ε(xe−ξ2)]
= ε(xe−ξ2)xe−ξ
2(−2ξ) into the integral
(30) and integrate by parts, to obtain:
∫ +∞
0
ε(xe−ξ2
)[x(−2ξ)e−ξ2
]
[ −1
2xξ
]
e−ξ2
ξ2dξ = (31)
= ε(xe−ξ2
)(− ξ
2xe−ξ
2
)
∣
∣
∣
∣
+∞
0
−∫ +∞
0
ε(xe−ξ2
)
[
−e−ξ2
2x+ξ2e−ξ
2
x
]
dξ =
=1
x
∫ +∞
0
ε(xe−ξ2
)e−ξ2
[
1
2− ξ2
]
dξ = Φ′(x)
The last equation is the expression we use to evaluate Φ′ numerically.
4.1 Stationary points
We first study the eight equations of motion for the eight parameters derived
above, to find the stationary points. These equilibrium positions are characterized
by all parameters being independent of t, so that all that terms vanish. σj = z0j =
12
αj = pj = 0. (j = b, f) we obtain a set of algebraic equations:
z0b − gbfNfπ− 3
2e−(ZS
)2 2Z
S5= 0, (32)
1
2σ4b
− 1
2+
1
2gb
Nb
(2π)32
1
σ5b
− gbfNfπ− 3
2
[
−e−(ZS
)2
S5+
2
3
Z2e−(ZS
)2
S7
]
= 0, (33)
z0fλ′
− gbfNbπ− 3
2e−(ZS
)2 2Z
S5= 0, (34)
λ
4σ4f
− 1
λ′+
8Nf
π2σ5f
Φ′(Nf
σ3fπ
32
) + 2gbfNbe−(Z
S)2π− 3
2
[
S−5 − 2
3Z2S−7
]
= 0, (35)
where we have used the simpler relations αj = pj = 0, with j = b, f , derived from
Eqs. (21), (22), (26), (27).
As an example, we consider a mixture of 6Li and 23Na with Nb = 2 · 109,
Nf = 6 · 105, with the parameters indicated in Fig.1, and explore the role of
the parameter gbf gauging the boson-fermion interaction. Through a numerical
calculation we obtain that in the attractive regime gbf < 0 the boson and fermion
clouds reach the equilibrium at z0j = 0, as one expects. Instead, with gbf > 0, we
observe that at first the equilibrium positions remain around zero, but when gbfincreases above a critical value, here gbf = 0.0048, the center of both fermion and
boson clouds start to leave the origin. As one expects, the bosons displacement
z0b assumes much smaller value than that of fermions at the same gbf , due to
the much larger number of bosons that keeps their position much more fixed in
interaction with the external harmonic potential. The typical behavior is shown
in Fig.1.
The same calculation provides the stationary value of the two σj . The results
are plotted in Fig.2. We observe that for gbf < 0.0048 the decreasing attraction
and then the increasing repulsive regime causes an increasing spread of the widths,
thus an increase of both σb and σj . This increasing regime continues along the
unstable solution, characterized by z0f = z0b = 0 (dotted lines in Fig.2), but at
gbf ≥ 0.00485 a new displaced stable solution arises with z0j 6= 0, see Fig.1. The
two clouds separate, and for further increase of gbf the values of σj decrease. Note
that the variations of σf are much larger than those of σb, again due to Nf ≪ Nb.
4.2 Time evolution
We investigate now the time evolution of the boson-fermion mixture through the
numerical solution of the Euler-Lagrange equations (21), (22), (24), (25), (26),
13
0 0.05 0.1 0.15g
bf
-0.006
-0.005
-0.004
-0.003
-0.002
-0.001
0
z 0b
0
10
20
30
40
z 0f
0.0048
Figure 1: The stationary values of z0f (solid line) and z0b (dot dashed
line), as a function of the dimensionless boson-fermion interaction
strength gbf for a mixture of Nb = 2 · 109 23Na and Nf = 6 · 105
6Li. We consider ab = 10 nm, af = 10 nm, ωb = 200π Hz, and
ωf = 321.81π Hz, so that λ = 3.833, λ′ = 2.393, gb = 0.0473636, and
gf = 0.00376908. The arrow indicates the critical value of gbf beyond
which nonzero equilibrium positions arise.
14
-0.1 -0.05 0 0.05 0.1 0.15g
bf
22.67
22.68
22.69
σ b
0
2
4
6
8
σ f
Figure 2: The stationary values of σf (solid line) and σb (dot dashed
line), as a function of gbf for a mixture of Nb = 2 · 109 23Na and
Nf = 6 ·105 6Li. The unstable solution corresponding to z0f = z0b = 0
is depicted by dotted lines. This calculation is based on the same
parameters as in Fig.1. The peak of boson and fermion widths coincide
with the critical value gbf = 0.048, where a nonzero displacement of
the boson and fermion Gaussian starts off.
15
-4e-06
-2e-06
0
2e-06
4e-06
z 0b
-0.008
0
0.008
z 0f
22.69085
22.6909
σ b
0 10 20 30 40t
6.89196
6.89198
σ f
Figure 3: Time calculation in the weakly repulsive regime. Nb = 2·109
23Na, Nf = 6 · 105 6Li atoms. We assume ab = 10 nm, af = 10 nm,
abf = 10 nm, ωb = 200π Hz, ωf = 321.81π Hz, λ = mb
mf= 3.833,
λ′ = mbωb
mfωf= 2.393, ah = ( ~
mbωb)
12 = 2.65317 · 10−6 m, mr =
mbmf
mb+mf=
7.90188 · 10−27 Kg, gb = 4πab
ah= 0.0473636, gf =
af
ah= 0.00376908
and gbf =2πabfmb
ahmr= 0.004. The initial conditions are: z0b(0) = 0
(equilibrium), z0f (0) = 0.01, σb(0) = 22.6909 (equilibrium), σf (0) =
6.89197 (equilibrium), and αj(0) = pj(0) = 0.
(27), (28), (29).
The solution of these eight coupled differential equations of motion gives
us the detailed time dependence of the two Gaussians. We have checked energy
conservation in the numerical integration: the value of H =∑
i piqi − L, where
pi = ∂L∂qi
and qi are the eight dynamical variables, remains constant along the
trajectories. We consider only a few example trajectories for a few choices of
initial conditions z0j(0), σj(0), and typical values of the interaction parameter
gbf .
We first investigate a weakly repulsive regime to evaluate the relations be-
tween the two z0j and the two σj . We start off the two σj at their stationary
16
-2-1012
z 0b
50
52
54
56
z 0f
22.68
22.69
22.7
σ b
0 10 20 30 40t
2.5
3
3.5
4
σ f
Figure 4: Time evolution in the strongly-repulsive regime. For the
parameters see Fig.3, except gbf = 0.8. The initial conditions are:
z0b(0) = −2, z0f (0) = 50, σb(0) = 22.70, σf (0) = 3.3. The equilibrium
position: z0b(eq)= −0.00666513, z0f (eq)= 53.1683, σb(eq)= 22.6889,
σf (eq)= 3.26125. Note that the initial z0b is fixed a value very far
from the equilibrium point.
value not to disturb the other variables too strongly. In Fig.3 we see that with
the only displacement of z0f from the stationary point we have the excitation
also of a visible oscillation of of z0b. This oscillatory motion is disturbed by the
exchange of energy with the two widths σj: even if their oscillations are small this
collective interaction between the variables causes the modulation of the peaks
in z0b. An antiphase correlation between z0b and z0f is recognizable.
The second regime we study is the strong repulsion regime. The interaction
term is much above the critical point, so we expect that the oscillations of the
variables being modulated by this large repulsion value. We set the two σj in a
value near the equilibrium value to observe their weak interactions with the other
variables. The strong interaction between the two symmetry-broken z0j tends to
make the clouds push away each other, see Fig.4. Instead, contrary to what we
observed for weak repulsion, the fermions oscillate at the same basic frequency
17
0 5 10 15 20t
-0.004
-0.003
-0.002
-0.001
0
0.001
0.002
0.003
0.004z
z0b
z0f
Figure 5: Attractive regime: the parameters are the same in Fig.3, but
gbf = −0.1. The initial conditions: z0b(0) = −0.001, z0f (0) = 0.001,
σb(0) = 21, σf (0) = 2. The equilibrium position are: z0b(eq)= 0,
z0f (eq)= 0, σb(eq)= 22.6744, σf (eq)= 2.157383. Initially, both z0jdiffer from the stationary point by a small value.
and with the same phase as the bosons. We can deduce that in this regime the
oscillations of z0b decides the dynamic of the system even though the fermions
have an initial z0f different from the equilibrium point. The influence of the initial
value of z0f remain confined in the higher-frequency oscillations of z0f . σb shows
a fairly harmonic oscillation. σf shows an evident exchange of energy with z0f .
The large oscillations of the fermionic parameters are due to the relatively small
number of fermions compared to bosons.
Finally we investigate the attractive regime, z0j reach equilibrium at zero.
We study the dynamics with z0j(0) 6= 0 which shows the attractive interaction
that one clouds exerts on the other. In Fig.5 we see clearly that the z0b attract in
a strong manner z0f that follows the oscillating dynamics of z0b and also makes
faster oscillations on its own. The dynamics of the two σj are reported in Fig.6.
We note that the σb dynamic is an oscillation around its stationary point. With
the small value of z0j and the attractive regime the variables σj oscillates without
large interaction with the other variables, and so we do not observe secondary
peaks or any sort of intermode interference.
18
20
22
24
26σ b
0 5 10 15 20t
2
2.2
2.4
σ f
Figure 6: The parameters, stationary points and the initial conditions
are the same in Fig.5. The two σj start near their stationary value.
In Fig.7 the initial conditions differs from Fig.5 only for the initial values
of the two z0j(0), which are much larger. In this plot we see that the dynamics
for the two variables is very similar to that in Fig.5 except for the oscillation
amplitude that are larger now. We can conclude that despite these strongly dis-
torted initial conditions the system undergoes a strong attraction that regulates
its dynamics and produces a qualitatively similar movement for a large amplitude
of z0j oscillations. In Fig.8 we observe that with initial condition for the two z0jfar from zero (the stationary value) we have a sizable energy exchange involving
the variables σj . In particular σf shows secondary higher frequency peaks due to
nonlinear energy transfer to the corresponding mode.
5 Discussion
The simple variational ansatz proposed here, with all its obvious limits, provides
a nice description of the collective dynamics of a mixture of boson and fermions.
we find that when fermions and bosons attract each other, a model where the two
clouds are both centered at the trap minimum is perfectly appropriate. In the
19
0 5 10 15 20t
-10
-5
0
5
10
15
z
z0b
z0f
Figure 7: The parameters and the stationary points are the same
in Fig.5. The initial conditions: z0b(0) = −5, z0f (0) = 2, σb(0) =
21, σf (0) = 2: both the z0j are set in a value very different from
equilibrium.
20
20
22
24
σ b
0 5 10 15 20t
2
2.4
σ f
Figure 8: The parameters are in Fig.3. The initial conditions and the
stationary points are the same as in Fig.7. The σj start from initial
value near the stationary point.
21
repulsive regime instead a nice symmetry-broken solution arises when we allow
for the Gaussian clouds to displace.
An important extension of the present theory shall involves anisotropic Gaus-
sian in anisotropic traps, as often done in experiment.
22
References
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23
Ringraziamenti
In primis un ringraziamento al relatore ed al correlatore per la grande pazienza
dimostrata nel seguirmi praticamente tutti i giorni per parecchio tempo e per
l’attenzione che hanno dato a questo lavoro.
Ringrazio gli aspiranti fisici che hanno condiviso insieme a me le gioie, ma soprat-
tutto i dolori durante questi tre anni. Tra tutti, in particolare, Castelli, Carla,
Santo, Colli, Poz, Carmen, Macocchi, 50, i wackener cioe Nardo, Il Giaguaro e
Brio, tutta l’aula Laser e tutta l’aula ∼.
Un ringraziamento ai miei coinquilini Nicolo e Gianluca ed al padrone di casa
Alberto per i momenti belli che hanno reso piu divertente e leggera la routine
quotidiana.
Ringrazio i miei amici che ormai da tempo mi sopportano e spero che lo facciano
ancora per molto: Duda, Kioz, Andre, Cv, Raffa, Faustozzi, Gianno, Leo, Ste e
tutti gli altri che non ho citato.
Per ultimi, ma non per importanza ringrazio i miei genitori senza l’aiuto dei
quali non avrei potuto realizzare questo lavoro, mia sorella e tutti i parenti per il
supporto e l’interesse che mi e stato dato.
24