Download - Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture
Adam Gadomski
Institute of Mathematics and PhysicsUniversity of Technology and Agriculture
Bydgoszcz, Poland
Kinetics of growth process controlled by
convective fluctuations as seen by
mesoscopic non-equilibrium thermodynamics
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
OBJECTIVE:
To offer a refreshed view of a growth process controlled by time-dependent fluctuations of a
velocity field nearby the growing object.
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
Cl- ion
DOUBLE LAYER
surface of the growing crystal
Na+ ion
water dipole Lyzosyme protein
random walk
Vt
Cc
- volume
- surface
- time
- internal concentration (density)
- external concentration
r
- position vector
tV tV1tV1tV
t t
1t 1t
rc
rc
rc
rC
rCrC
GROWTH OF A SPHERE: two stages
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
GROWTH OF A SPHERE: mass conservation law (MCL)
tVtV
dVrcrCttt
m
11
1
t
drct
mSj )]([
ttV
drcdVrcrCdt
dSj
dVrCtmtV
1
1
tVtVtV
dVrcdVrCtm1
tV tV1tV1tV
t t
1t 1t
rc
rc
rc
rC
rCrC
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
MODEL OF GROWTH: a deterministic view
Under assumptions [A.G., J.Siódmiak, Cryst. Res. Technol. 37, 281 (2002)]:
(i) The growing object is a sphere of radius: ;
(ii) The feeding field is convective: ;
(iii) The generalized Gibbs-Thomson relation:
where: ; (curvatures !)
and when (on a flat surface)
: thermodynamic parameters
i=1 capillary (Gibbs-Thomson) length
i=2 Tolman length
0)( tRR
rtRvRcrc ej ),()()],,~([
)1()(),,~( 222110 KKcRcrc
RK
21 22
1
RK
)(0 Rcc R
i
),()( tRvRAdt
dR
Growth Rule (GR)
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
MODEL OF GROWTH (continued): specification of
and
)(RA
),( tRv
11 2where,
2)(
ccc
RRRRR
RRA
221
2
221
2
2
2)(
RR
RRRA
For A(R) from r.h.s. of GR reduces to02
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
),( tRv velocity of the particles nearby the object
Could v(R,t) express a truly convective nature? What for?
- supersaturation dimensionless parameter
For nonzero -s: R~t is an asymptotic solution to GR – constant tempo !
MODEL OF GROWTH: stochastic part
)(),( tVtRv
where
)()()(,0)( stKsVtVtV
Assumption about time correlations within the particles’ velocity field [see J.Łuczka et al., Phys. Rev. E 65, 051401 (2002)]
K – a correlation function to be proposed
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
Question: Which is a mathematical form of K that suits optimally to a growth with constant tempo?
MODEL OF GROWTH: stochastic part (continued)
Langevin-type equation with multiplicative noise:
)()( tVRAdt
dR
Fokker-Planck representation:
),(),( tRJR
tRPt
with ),()]()[(),()()()(),( 2 tRPR
RAtDtRPRAR
RAtDtRJ
and dssKtDt
0
)()( (Green-Kubo formula),
with corresponding IBC-s17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
MESOSCOPIC NONEQUILIBRIUM THERMODYNAMICS (MNET): a simple crystallization of spherical clusters
Described in terms of the Kramers picture: As a diffusion over an energetic barrier !
An overview: Basic equation for the objects’ distribution function of „size” reads [see D.Reguera, J.M.Rubì, J. Chem.Phys. 115,
7100 (2001)] :),( tff
f
tDftbt
f),(),(
with
and where - Onsager coefficient
),(
)(),(
tTf
Ltb
),(),( tTbktD B )(L
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
THE GROWTH OF THE SPHERE IN TERMS OF MNET
R
tRPtRDtRP
RTk
tRD
Rt
tRP
B
),(),(),(
),(),(
where the energy (called: entropic potential) )(ln RATkB
and the diffusion function 2)()(),( RAtDtRD
R
tRPtRDtRP
RTk
tRDtRJ
B
),(
),(),(),(
),(
The matter flux:
Most interesting: 01 for)( ttttD
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
(dispersive kinetics !)
Especially, for readily small it indicates a superdiffusive motion !
RESULTS I
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
xconst
xxVgr
.
)(
RESULTS II
1
12 2
2)(:0
R
RRAfor
221
2
221
2
2 2
2)(:0
RR
RRRAfor
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
RESULTS III
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
SUMMARY – RESULTS (I)
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
Multiplicity =
Entropy = kB ln
In order to achieve a ‘technologically favorable’ constant tempo of growth, „an experimenter” would try to keep:
I. Entropic (Boltzmann) character of the free energy
http://hyperphysics.phy-astr.gsu.edu/hbase/therm/entrop2.html
SUMMARY – RESULTS (II)
II. On a superdiffusive (Levy flight in the double layer?) motion of nearby particles, feeding the object: 0<<1/2 formally holds
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
http://classes.yale.edu/fractals/RandFrac/Levy/Levy.html
CONCLUSION
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
We have designed a purely MASS CONVECTIVE growth model,
the signatures thereof are as follows:
(i) The most (technologically) desired growth speed is a constant speed;
(ii) The flux j involved in MCL is particle concentration x particle velocity, i.e. assumed to be purely convective;
(iii) The most efficient stochastic characteristic of the moving nearby particles appears to be superdiffusive
It is hoped to have the model applicable to PROTEIN CRYSTALS?!
FINALE
REFERENCES
17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004
D.Reguera, J.M.Rubì, J. Chem.Phys. 115, 7100 (2001)J.Łuczka, M.Niemiec, R.Rudnicki, Phys. Rev. E 65, 051401 (2002)A.G., J.Siódmiak, Cryst. Res. Technol. 37, 281 (2002)
Thanks go to:
> J.M.Rubì (University of Barcelona)
> I.Santamarìa-Holek (UNAM Mexico)
> J.Siódmiak (UTA Bydgoszcz)
for cooperation on the presented subject matter.
KBN grant no. 2 P03B 032 25 (2003-2006) is acknowledged.
Last but not least: to Prof. Andrzej Fuliński