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Page 1: 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

Page 2: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 3: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 4: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 5: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 6: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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 !

Page 7: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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?

Page 8: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 9: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 10: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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 !

Page 11: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

RESULTS I

17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004

xconst

xxVgr

.

)(

Page 12: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 13: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

RESULTS III

17th Marian Smoluchowski Symposium on Statistical Physics – Zakopane, Poland, September 4-9 2004

Page 14: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 15: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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

Page 16: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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?!

Page 17: Adam Gadomski Institute of Mathematics and Physics University of Technology and Agriculture

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


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