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A note on quasielastic neutron scattering
G. Coddens
To cite this version:
G. Coddens. A note on quasielastic neutron scattering. Journal de Physique I, EDP Sciences, 1994,
4 (6), pp.921-938. �10.1051/jp1:1994236�. �jpa-00246955�
Classification Physics Abstracts
07.90 fil.12E 66.30
A note
onquasielastic neutron scattering
G. Coddens
Laboratoire Léon Brillouin, C.E.A.
/C.N.R.S.,
F-91191 Gif-sur-Yvette Cedex, France Neutron Scattering Project, I.I.K.W., University of Antwerp, B-2610-Wilrijk, Belgium (Received 7 October 1993, revised 11 February1994, accepted 24 February1994)
Abstract, We present a theorem thon in coherent quasielastic neutron scattering on a
confined and limited system of identical partiales only the configuration-configuration correla- tions have to be examined without any hindsight on the distribution of the partiales inside the
configuration. This constitutes a strong simplification with respect to the problem where ail partiale-partiale correlations would have to be accounted for. The method is illustrated on an example of correlated hopping on a piece of an octagonal quasipenodic tiling. With some mod-
ifications the method
con aise be used for incoherent scattenng. A further simplification of the calculations bath for coherent and incoherent scattenng functions is obtained by introducing a
new matrix notation thon allows fully for the symmetry properties of the problem.
1 Introduction.
Quasielastic
neutronscattering
is apowerful technique
tostudy
diffusive motions m condensedmatter
il,
2]. Ingeneral
theexperimental
data areanalysed by comparing
them with thescattering
functionsSin~(Q,w)
andS(Q,w)
calculated from a model. In alarge
number of situations one can use so-calledjump
models.Although
thisapproach definitely
containsapproximations
[3,4],
in practise it very often works rather well. Correct quantum mechanical calculations are diilicult [4]. Alarge
amount of suchjump
model calculations have been carried out for trie incoherentscattering
functionSin~(Q,w);
for bounded motion trie concept of trie EISF(elastic
incoherent structurefactor)
was introduced [5], anddeveloped
indepth
for manyphysical applications
[6]. For coherent scattenng, calculations ofS(Q, w)
are however scarce, as it turns out to be diflicult to take into account the correlations between the differentpartiales.
In the present note we propose a method that may be instrumental in
tackling
thisproblem.
2. A theorem for coherent
scattering.
According
to Van Hove I?i the incoherent and total scattering functions aregiven by
Sinc(Q'~°) ÎÎ JÎh /cÎ
~ ~~~~
~~~~~~ ~~~~~~ ~~~~~~~~~~~ ~~~S(Q, w)
=
~~
/~
e~~~~~j bjbk
(e~Q'(~~~~~~~?1°~))th
dt(2)
ki 2Jr&
_~ ~
Here
kj,
kf are the wave vectors of theincoming
andoutgoing
neutron,hQ
and hw are theneutron momentum and energy
transfers, bj
are thescattering lengths
andrk(t)
is the position ofpartiale
k at time t;)th
stands for thermal average. Whereas the incoherentscattering
function involvesonly
correlations between apartiale
anditself,
the totalscattering
func- tion contains also correlations between differentpartiales.
Incoherent and coherent neutronscattering
provide a beautiful illustration of theparticle-wave duality
in quantum mechanics.Coherent
scattering corresponds
to the neutronacting
as a wave, while incoherentscattering
describes thepartide
behaviour of the neutron. This has beenexpounded
in asuperb
wayby Feynman
[8]: it becomespossible
to reconstruct thepath
of the neutron in thescattering
pro-cess if its interaction with the
scattering
nudeus tags this nudeusby changing
its state.E-g-
if the
spin
of aspin 1/2
nudeus isflipped
we know afterwards that it is thisparticular
nudeus that has scattered the neutron. Hence the neutron has behaved as a partide with a well definedpath
and the scattering process is incoherent.If,
on the contrary, there is no way to tell whichpath
the neutron hastaken,
since no nudeus has beentagged,
then the neutron has behavedas a wave and been scattered
coherently.
The fact that no atoms have beentagged
means thatthey
stayindistinguishable
in thefollowing
sense if aconfiguration
or cluster of n identical atoms Ci(0)
at time 0 evolves to aconfiguration C2(t)
at time t, then no information will be available about the atoms inC2(t)
apart from theconfiguration;
there con be no information aboutpossible permutations
between the atoms within C2 since this wouldimply
the presence of a kind oftagging allowing
us to find out about these permutations. From this argumentwe conclude that the
appropriate language
tospeak
about coherentscattering
should not bem terms of partiale correlations but rather in terms of
configuration
correlations. This can beproved ngorously
if we assume ailpartiales
to be identical. Let us introduce the notation :n
(vi,
v2,,
vn)
llQ(ui,
u2,.,
un)
=£
e~Q'~?e~~Q'~J (3)
j=i
Here
(vj)j=i...n
and(uj )j=i...n typically
descnbe aconfiguration
of npartides
with positionvectors vj or uj. Let
Ç(n)
be the group of n! permutations of(1,
2,...,j,...n).
We further define thecydic permutations Pk (1, 2,. ,j...n)
-(1fIl k,
2 filk,.
,
n e
k),
where thesigns
fil indicate sums to be taken moduto n. We also writeP(ri,
r2,...,
rn)
=(rp~i~,..
,
rp~n~),
VP EÇ
(n).
Nowby definition,
the intermediatescattering
functionI(Q, t)
isgiven by
2Jrh ki
~~q
~) =f f
(e~Q'~?~~~e ~Q ~~~°~)th
b2
kf
'~=ik=i
=
(É(Pj-i(ri(t),r2(t); >rn(t)))
llQ(ri(°),r2(°)>. >rn(°))lth (4)
In
fact,
suppose that we write the termsexp(iQ (r~(t) rk(0)))
in a matrix at positions(k, j).
The first fine ofequation (4)
says then that we have to make the sum over ail the elements of this matrix. In the second fine the same sum is obtainedby
firstadding
the n terms on thediagonal,
1-e- trie elements(1, 1), (2, 2), (n, n).
This is the contribution fromthe terms
containing
Po. The termscontaining
Picorrespond
to the elements on theparallel
diagonal (1, 2), (2, 3), (n
1,n), (n, 1),
1-e- to the elements(k,
Pi(k)).
This way the n2 combinations(k, j)
are countedby introducing
the ncyclic permutations
and thesymbol
cQ,which also contains n terms. We abbreviate further C~
=
(ri,r2,
...,
rn)
andf
= 2Jrhki/kfb2.
We cari put
C(t)
=P°T(t)C(0)
with some P EÇ(n);
hereT(t)
con be a matrix but could also be a moregeneral
matrixfunction,
and it describes theconfigurational changes,
while Pdescribes a
possible permutation
of theparticles
that has takenplace
inside the duster.In this way
fIlQ, t)
=(É(Pk-iC(t))
aQC10)lth
= ~~ ~~,
~ (JrC(t))
aQC10)lth
«eg(n)
=
j~
(
~~,
~ l(Jr°P°T(t)C(0))
QQC10))lth
«eg(n)
=
~ jJr°T(t)C(0))aQC(0)jth i~
~)~«EG(n)
=
(ÉlPk-i °T(t)C(0))
aQC10)lth (5)
The idea behind the
preceding
fines is as follows.Suppose
we writeagain
the elementsexp(iQ (r~(t) rk(0)))
in a matrix.However,
this time on thediagonal
we write the el-ements
ii, II(j)),
with II EÇ(n),
and on theparallel diagonals
we writeii, P(II(j)).
Thesum of ail the elements of the matrix will still be the same. The relation Hi + 112 m
(3k
E[0,n
1] niQ)(P(IIi
= 112) is anequivalence
relation. Thecorresponding quotient
struc- ture defines apartition
ofÇ(n)
in(n -1)1
classesCl(II).
We can thus rewrite the sum£)~~ £(~~ term(j, Pin( j))
as£)~~ £n~~ojn~ term(j, IIk(1)).
Each of these classes corre-sponds
to a matrixyielding
an identical value for the sum. Thisexplains why
we conreplace
these sums
by
~~~ ,
£)~~ £~~g~~~ term(j, Jr(j)).
The final result expresses that we con cal- culate the coherent scattering functionby using
tue time evolution of theconfigurations,
since any trace of P has been lost in the final fine of equation(5),
due to the groupproperties
ofÇ(n) (which
intervene when wereplace
the sum over Jr°Pby
the sum overJr).
Note that in triepreceding
fines Pcorresponds
to aphysical reality
while trie Pk-i arejust
mathematicalexpedients
introduced to count the combinations(k, j).
When a
partiale
jumps between twoneighbouring
sites with a characteristic time T, in thelanguage
of clusters one con say that the systemjumps
between two("neighbouring")
configurations
with the saine characteristic time. This cari even begeneralised
to cases where severalpartiales jump
in a correlated way,provided
that each move still corresponds to achange
ofconfiguration.
Eachjump
of apartiale (or
set ofpartides) corresponds
then to ajump
of the system. The system can thus be considered as an abstractpartiale
and the difTerentconfigurations
as abstract sites. In the case when the number ofconfigurations
is limited this abstractisomorphism
will make itpossible
to write the rate equationslinking
various dustersin the saine matrix form as for the
jumps
of asingle partiale
between different sites :$
+S~~A(t)SP
= 0
(6)
The sc-called
jump
matrix M=
S~IA(t)S
,
where A is
diagonal
or moregenerally
of the Jor- dan form, represents the cluster-cluster transitionprobabilities;
often A wîll beindependent
of t.The solution of the matrix
equation (6)
isgiven by
:SPjt)
=
expj- f~ Aju)du)SPj0) ii)
In
equations (6)
and(7)
P is a 1 x m matrix and Fg(t) gives
theprobability
to find the systemm
configuration
Cg at time t; m is the number of different(indistinguishable) configurations.
In the more conventional methods to calculate the incoherent
scattering
function as describedm reference [2] a set of linear
equations analogous
to(6)
isobtained; however,
m those cases the elements Pi of trie column matrix Pgive
tueprobabilities
to find apartiale
at site at time t. The meaning of thesequantities
is thus quitedifferent, despite
the formolanalogy (which
isthe result of the abstract
isomorphism); they
do Dot refer topartiales
m the present case. The formalism canonly
be carried outeasily
if eachjump
of apartiale (or
each set of simultaneousjumps
ofpartiales) corresponds
to achange
ofconfiguration.
In the calculation of the thermalaverage one has to consider m different
problems
of the type(6), depending
on the systembeing
in theconfiguration Ci,
C2,...,
Cm at the moment t = 0. We will further note these m
different matrices as
P(~), P(2),
,
P(~)
Ii is dear thatP~~)(t)
=
S~~ exp(- / ~ A(u)du)S(pi, 0,
0,0,. ,0)~ (8)
where pi is the
probability
that the system is inconfiguration
Ci at t= 0.
P)~~(t)
=pji(t)
,
is the
probability
that the system is inconfiguration
Cg at time t, if it was inconfiguration
Ci at time 0.By
juxtaposition of the m equations of the type(8)
we see that :ll
P12 PlmP21 P22 P2m
=
S~~ exp(- / A(u)du)SAO (9)
0
Pml Pm2 Pmm
where
Po
is adiagonal
matrixcontaining
the pj. Forgiven configurations
Cg(t)
andCk(0)
~(l~s-l~j
n(~))
~Q ~k(Ù)"
~ ~
~~~~"~~~~ ~~ ~"~~~s=1 ru ECj rw ECk
=
~ eio.r»~t))( ~ e-iQ.r"i°))
=
>i~~i~(Q)>c~~o~(Q)
r»ec~ r~ec~
where
Jlc(Q)
"
~
e~~Q'~"(10)
ru EC
The thermal averages occurring in
equations (4)
or(5)
can thus beexpressed
as a sum of termsJl] j~~(Q)Jlc~jo~(Q), weighted by
theirprobabilities pjk(t),
1-e-£)~~~ Jl], (Q)pjk(t)Jlc~ (Q) wllere (j, k)
,run over ail possible
configurations.
Hence it is convenient to introduce the row matrix or vectoriF(Q)i
=
i>i~(Q),>i~(Q),
,
>i~(Q)i (11)
to describe the coherent
scattering
function asS(Q,
ùJ)=
f~ e~~~'~jF(Q)iS~~ exp(- f~ A(u)du)SPOIF(Q)i~dt
=
lIF(Q)IS~~A*(ùJ)SPOIIF(Q)l~ (12)
A* is the Fourier transform of
exp(- fj A(u)du); t
stands for Hermitianconjugation.
It maytranspire
thatequation (12)
is rather remote from aVineyard
type ofapproximation
[9].It must be
clearly
understood that in our calculations eachjump
or set of simultaneousjumps
mustcorrespond
to achange
ofconfiguration.
The formalism has to beapplied
with caution if several partiales make up arigid body,
as e-g- the D atoms in a CD4 rotor : suchtotally
correlated simultaneous jumps have not been accounted for in the formalism ifthey
lead to the situation that after a"jump"
the finalconfiguration
is identical to the initial one. This effect could bepossibly
allowed for in theformalism,
but in the case of2Jr/3 jumps
around the symmetry axes of the CD4 molecule we will end up withOrly
onepossible configuration
and Dot very much will be
gained by using
the present formalism. Let usfinally
mention that the factorisation ofequation (2)
obtained inequation (10)
cari be extended so as to include also thescattering lengths
bi, which suggests that the formalism m terms ofconfigurations
also
applies
to cases with non-identicalpartides.
Several subsets wherem thepartiales
remainindistinguishable
may then exist within aconfiguration.
3. An
example
: anoctagonal tiling
mortel.Before
formulating
the second remark of our note we will first illustrate ourtechnique by applying
it to aproblem
of atomic("phason") hopping
in a duster taken from anoctagonal
quasiperiodic tiling
as describedby Kalugin
and Katz [10]. Three atoms cari move as shown infigure
1a. Inside thetiling
weperceive
assemblies of three tiles that look as thedrawing
ofa cube in perspective
(e.g.
inside thehexagon LOGHAB).
This is a consequence of the fact that thisquasiperiodic tiling
model is obtainedby projection
from a 4Dhypercubic tiling.
Theprojection
of the 4Dhypercube
onto IR~ is shown infigure
1b. An atomic jumpcorresponds
to a
change
mperspective
in a cube and is called aphason).
Aftereight
moves we get bock to the initialconfiguration
but the three atoms inI,
L and O haveundergone
acyclic permutation.
The three atoms diffuse on the small octagon IJKLMNOP offigure 1b,
but ina
strongly
correlated way. Such toy models arethought
togive
the essence of theproblem
of atomic jumps inquasicrystals.
On alarger quasiperiodic tiling they
can lead tolong-range
diffusion and comphcated
cooperative dynamics.
The point is that with the presenttechnique
we
might
get a first grasp on suchcomplicated
correlated systems. In icosahedral Alfecu there existprobably "floating
clusters" of 7 Cu atoms on a dodecahedron [11]. The rule of the game is here that pairs of atoms should never occupy firstneighbour
sites with respect to each other.Moreover, they
should never occupysymmetrically opposite
sites on the dodecahedron.Quasielastic
coherentscattering
from Cu atoms has been observed in this system [12], whichjustifies
astudy
of theproblem
evoked. There are 320 differentconfigurations meeting
the first condition. This number is further reduced to 100by
the second one. Without the theorem the rank of thejump
matrix to be considered would be muchhigher,
since we would have to allow for ailpossible permutations
of theparticles
that can occur within aconfiguration,
and the rank could be 100 x 7! m the worst case that ail of them areactually
allowed. Justfinding
out whichpermutations
have to be accounted for constitutesalready
amajor
effort in its ownright.
We
just
mention thisexample
to indicate how the new method presents a definiteadvantage
over the older ores. From Dow on we will deal
only
with the muchsimpler
calculation offigure
1. As cari be seen from
inspection
offigure
there areonly
8indistinguishable configurations.
If we assume that the transition
probability
between two clusters isalways
the same(1/T)
the rate
equations
becomeformally
identical to those for the motion of asingle partiale
ona
regular
octagon, as describedby
Bée [2], whogives
the moregeneral
solution for asingle partiale
on aregular
n-gon~~
=
~Pj_i ~Pj
+~Pj+1 (13)
~M
_ Da~
~j
Oi~
~
~~
~ M
~ M
~ ~
A o~ J
I P
~ ~
B K
F
~ M
N K
j
~
P
~ ~
~
K
~~
N K N G~
Fig. 1. Left: model of three correlated partiales diffusing on an octahedron. Right : 2D projection
of a 4D hypercube which helps to visualise the octagon of sites visited by the partiales
(IJKLMNOP)
Here Fg
(t)
is theprobability
to find thepartiale
in sitej
at time t.Keeping
in mind the caveat about the differentmeanings
of the quantities involved(as explained above),
we conexploit
this formai
identity
andapply immediately
the results of reference [2] to our duster transitionprobabilities.
The matrix to bediagonalised
is thus(~ôj;k-1
+26j;k ôj;k+1) (14)
It has the
topology
of theproblem
of thephonons
of a linear chain of masses p with uniform distances a,spring
constants ~ andcydic boundary
conditions. This makes itpossible
to map theproblem
of the transitionprobabilities
between the dusters on aproblem
ofphonons
ona
periodic
lattice. The symmetry con beexpressed
as a translational invariance where the coefficients of trie basis vectors of the lattice are mtegers modulo J E lZ e-g- the diffusion of apartide
on a cube is describedby
the sameequations
as for a cubic lattice if trie coefficients are taken moduto2).
In this way one canimmediately postulate
theeigenvalues
andeigenvectors
based on trie Blochtheorem,
and triediagonalisation
of the matrix becomessimple.
This comes down topostulating
:Pr = Uqe~~'~
(15)
A
M o=M+5
(O) fa')
= 2 +
Q~ 2 m
+ tx
(b)
Fig. 2.
(a)
Schlegel diagram of an icosahedron(a
topological connectivity scheme that shows which vertices are firstneighbours).
The point A(represented
as being aiinfinity)
is opposite to Aon the icosahedron. Matrix M.
(a')
Matrix Q= M + 5.
(b)
Q~ calculated with the diagrammatic method and the relation Q~" 2 m+a. In
Q(a')
P has B and F as non-zero neighbours, thus yielding 2 on Pm
Q~(b).
The part in Uq leads to rate
equations
andeigenvalues.
Theexponential
part leads to theeigenvectors.
For tue linear chain thisyields
:~kj
") ~XP(~~)(~ ~)() ~))
Ajk
" ~sin~(
~(j 1))ôkj
T m
P0 " Émxm
(16)
Identification with the
phonon problem
is obtainedby
~~~~ ~~
- qa; -
~;Ajk
- w~(17)
m T /L
We number the clusters as in
figure
1, 1,e. ILO-
Ci,
LOJ - C2, OHJ - C3, Weassign
vectors ei =
(cos(Jr(1-
1)/4), sin(Jr(1-1) /4))
to thepositions
of the sites IJKLMNOP. The8 different dusters
Cj
are thengiven by triplets(ei~~~-1),
eie3jiei~~~+i~),
where here agoni the sums in the indices have to be taken moduto 8.E-g-
for Ci we find atriplet (ei,
e4,e7).
The
probability
that at time t the system has taken up theconfiguration
Cg isgiven by
the quantities Fgobeying
the set of differentialequations (13).
As clusters Cg andCj+i
have the sites eie3j and eie3u+i) in common the transition from the first to the second one is achievedby
ajump
from the site eie3u-1) to the site eie3u+2). These conventions lead to:~C, (Q)
"
~XP(~~Q '~le3(j-1))
+~XP(~~Q
~lfll3j +~XP(~~Q
~le3(j+1)~~~~~~~~~
uJ21rj ~~~'~~
~~~~~ ~~ ~~~ ~~~~Calculation from equation
(12)
ofS(Q,
w) is nowstraightforward,
be it tedious. The detailsare outlined in the
Appendix.
The final results are summarised in table I andfigures
3 and 4.~ ~
sellù) 5~(ù)
8w ~
c c
i
Siio)
S,lQ)
iS~IQ)
Sslo)
2
0 2 ( S 0 2 ( 6 8
QR
Fig. 3. Coherent structure factors as bsted in table I for the various contributions to the energy
fine-shape. Sel is the sum of the structure factors as described in the text.
4. Incoherent
scattering
In the
previous example
theproblem
of incoherent scattenng wouldrequire
the use of 24 x 24 matrices, which underlines the power of the method. In fact for incoherentscattering
the rank of the matrix is nm due to the fact thatonly
onepartide
has beentagged
and(n
1)partides
remainindistinguishable.
This can beeasily
understood as follows. It suilices [3]to
replace
each cluster inparagraph
2by
n clusters whichonly
differ from one anotherby
the position of the
tagged partide
in tue cluster. One then has to write thejump
matrix for the transitionprobabilities
between nmtagged
dusters. Even this cari be a considerablesimplification
in comparison to the dassicalapproach,
where it is customary to try to write down differentialequations describing
thesingle-particle jumps.
Theprevious example clearly
shows the
complications
thisentails,
smce tuejump probability
for onepartide depends
onoe~
2j~
~ à?
p~
2j3
~
_~ iÉ
-'
0 2 1 6 8
OR
Fig. 4. Total compounded coherent quasi-elastic signal
(S(Q,
w) without the elastic peak) as afunction of Q and w. A 3D-plot
(left)
and a contour map(right)
are shown. The dashed fineon the contour map shows the
(Q,
w) values where the intensity is ai half the value of the maximum ai(Q,0).
Ii is clear thon the signal is largely dominated by the first Lorentzian in table I, such that the FWHM
is almost Q-independent.
Table I.
Components
of tlle total structure factorS(Q,w)
for atomicllopping
on tlle oc-tagonal tiling
in tlle model offigure
1(average
over apowder sample
witllouttexture).
Tlle Lorentzians A arespecified by
tlleir HWHM r.Line shape Structure factor
9
6
p
1 +2j0
(QDI + 2j0
(QDz + 2j0
(QD~ +j~
QD,~(~
[ j
3 +
25)
(1S Jo
(QDI +
S Jo
(QD~Jo
(QD, j~(p)
2 ~- (1 '2j0
(QDzj +j0
(QD,~(~~[ j
(325>
(1 +
S Jo
(QD,S j~
jQD~j~
(QD,~(pl
4p
(12jo
(QD, +2jo
(QD~)2j~
(QD~j +j~
(QD, ))the issue if another
partide (the preceding one)
hasalready jumped.
It is in fact hard toimagine
how one could solve ibisproblem
withouteventually falling
back onto adescription
in terms of
configurations, possibly allowing (unnecessarily)
for ail allowed permutations oftrie
partiales.
Hence even in this less favourable case the newapproach
presents asignificant
simplification.
Trie mcoherent case will of course require the use ofsingle-partiale
structure3
m Sllo) S~IQ)
.~ 2 C OE
~ i
S~IQ) S~IQ)
i
o
S31Q) S~~IQ)
o
i
S,
iQ)SIIQ)
o
S~IQ)
Q)o
S61°)
S131°)0
0 2 ( 6 2 ( 6 8
QR
Fig. 5. Incoherent structure factors as listed in table II for the various contributions to the energy fine-shape. The structure factor Sg is onùtted as ii is zero.
UT
É Q~ 2 0
~[
/,6
-' 2
0
~
ÙJ~ 2
,
Fig. 6. Total compounded incoherent quasi-elastic signal
(Sinc(Q,
w) without the elasticpeak)
as a
function of Q and w. Three dimensional plot and contour map. The dashed fine on the contour map shows agam the location of the points where the intensity is ai half the maximum value ai w = 0.
factors
only,
instead of the morecomplicated quantities
Jl. In theAppendix
we derive the incoherent scattenng functioncorresponding
to theproblem
of theoctagonal tiling
describedm
paragraph
3. The final results are summarised in table II andfigures
5 and 6. Thejump equations
are obtainedby using
adescription
in terms of 24configurations.
Since thepartiales
cannot
leap-frog
on trietiling,
this is also the number of ail allowedconfigurations
,
1-e- there is no
simplification
hereby
a presence ofindistinguishable permutations.
Table II. Com ponents of tlle incollerent structure factor Sin~
(Q, w)
for tlleproblem
of atomichop pin
g on anoctagonal tiling
illustrated infigure (case
ofapowder
sampie
witllou t texture).
Tlle Lorentzians A are cllaracterised
by
tlleir HWHM r. Tlle structure factorcorresponding
to
à(w)
is also called elastic incollerent structure factor(EISF).
Tlle structure factor Sg is Dot listed as it is zero.Line shape Structure Factor
6 1 + 2
jo
(QDI + 2jo
(QDz + 2jo
lQD3 + jo 1QD,j /8~(~
~)
3 +
2$É
+
Ù
il+
Ù j~
(QD~Ù j~
(QD3 Jo QD, l'2
~(~fi)
(2 +S
)112jo
(QDzj +j~
jQD, )j/à~~~
-j~
~+
~«~
iiùn Jo
QD, +~
~°~~~~ ~° ~~~' '~~ ~
~(p)
' Il 2j0 (QDI +2j~
(QD~2j~
(QD~ +j~
(QD, )>/3~(~~~)
(3 +
2~ Ù)[1 Ù j~
(QD, +
Ù j~
(QD~j0
(QD, )>/12~(p)
12jo
(QDz +j~
(QD, )j/iz~(~~~)
3
2~É Ù)
il +
Ù j~
(QD~Ù j~
(QD~ )j~
(QD, ) Il 2~~~
j~
(QD, )]/l~~z+~Ù~
2Ù)
Il+
Ù
Jo ~~~'
~
~~ ~
~jÎ) S)11 2j~
(QDz)+
jo
(QD, )1/6z+&4
~-~-~- ~p ~pj~<~D,~
+«j~jQD~) JOIQD,)1/<2
~~
~
2 z 3 + 3>11
~(pl
42j0
(QDI +2j0
(QD22j0
(QD3 +j0
(QD, jj/245.
Diagrams
as matrixrepresentations.
Calculations of
scattering
functions often lead toboring lengthy
calculations to cast theproblem
into the Jordan form
(6)
andpowder averaging
of(12) generally
introduces Besselfunctions,
which make the final result look veryimpressive.
From trie use of the Bloch theorem m the previousexample
it may have become clear that one cari oftensimplify
the calculationsconsiderably by exploiting
ail the symmetry properties of theproblem.
The 8 Bloch wavesare in a sense symmetry
adapted
functions.Very
often the mere notation of the matrix M inthe form of a square
already
will conceal us some of the properties. We therefore propose to write down the matrix m the form of a so-calledSchlegel diagram
as shown infigure
2a for the matrix thatcorresponds
to the differentialequations
for the diffusion of apartiale
on an icosahedron I.(A Schlegel diagram
of anobject
is adrawing
thatgives
itstopology,
1-e- the connections between itsvertices).
Thediagram corresponds
to one fine of this matrix M. Ineach vertex
j
of thediagram
we put the termM~,
1-e-by writing
-5 in A and +1 inB, C, D,
E anf F in
figure
2a we express~) =-SPA+PB+Pc+PD+PE+PF (19)
However, apart from the
labelling
with A, B,C,...
ail 12diagrams
will be the same due tosymmetry. Thus,
figure
2a represents, in a sense, the whole matrix M. We now consider the matrixQ
= sfl12x12 + M, which is
presented by putting
a zero in A and a inB, C,
D, E, and F. To calculateQ",
we just have togive
a rule to calculateTQ
for a matrix T with thesame symmetry so that it can be
represented
on the same type ofSchlegel diagram.
Let us consider apoint
P on fine A of matrixT,
1e. a point P ondrawing
A of matrix T. Thispoint corresponds
to the element TAP We now want the value for P ondrawing
A ofTQ,
1-e-(TQ)AP
"
LjTAJQJP.
Trie values of TAJ can be found in trie points J of triecorresponding
drawing
A of matrix T. Of trie elementsQJP only
those values of J thatcorrespond
to theneighbours
of P will have a non-zero contribution(equal
to1),
such that:
~TAJQJP
"~
2~AJ (~Ù)JEz JEfif(P)
where
tif(P)
is the set of the firstneighbours
of P; 1-e- to find the number to put on vertex P ofdiagram
A ofTQ,
wejust
have to sum ail numbers on theneighbours
of P ondiagram
A of T. This is child's
play
as illustrated infigure
2b forQ~.
It is much less laborious thon tue standard way ofperforming
matrix calculations since we bave to calculateonly
one fine and one does not have to strain one's eyes to ensure that theright
elements aremultiplied.
Moreover the notation is much
quicker
thanwriting
down a square of n2 elements.Figure
2b shows howQ2
cari be rewritten as a sum. The firstdiagram corresponds
to 2m12x12, a 12 x 12
matrix
containing
numbers 2everywhere.
Tue seconddiagram
shows that if we index the pointcorresponding
to -rAby index(A)
+ 6 then thediagram
can be written under block form asl~Î~~6 ~~~~
~~~~which we will further note down as a. As ma
= m and o is very easy to
diagonalise
it just takesa few fines to solve
Q2"
andQ2"+~,
and thus alsoexp(M)
asexp(-5) exp(Q).
This shows how thisdiagrammatic
method allows us to calculateexp(M)
in a few fines withoutreducing
M to the Jordan form. To solve theproblem
of apartiale diffusing
on a dodecahedron one has to calculate up toQ~,
to find thegeneral
formula forQ".
Of course each case will require somead hoc ski]] in
summing
theTaylor
series, such that the method at this stage ofdevelopment
is not as
systematical
as anapproach
based on grouptheory,
but it may constitute in severalcases a
genuine
short-cut for the calculations. In fact the matrices of the type m are bound tooccur sooner or later as
they
represent the infinite time solution where ail the memory of theinitial conditions bas been lost. This is
intimately
related to trie fact that in a finite systemwe will find
trajectories
that areloops.
Appendix
1.Further details on trie calculation of trie
scattering
functions for trieoctagonal
tiling.
in tuis
Appendix
we willgive
some more details on tue calculations for tue totalscattering
functioncorresponding
to theexample
ofparagraph
3. First we show that S definedby equation (16) obeys
SS*= fl, such that S~~
= S*. In fact
:
~j Skjsji
=
j ~jexP(-~)(k i)(1-1)) exP(~)(i i)(t i))
li li
=
f exp(-
~~~(k
1)ii 1))
m ôki(A1)
m m
J=i
Further SAS*
yields
trie matrix M defined inequation (13)
:m m
~j ~j Skj Ajis(~
=
j=i i=1
=
~
~j exp(- ~~~(k -1)(j -1))
~sm~(
~ii -1))ôji exp(~~~(t 1)(h 1))
m m T m m
J>1
=
f exp(-~~~(k
1)(t 1))
~sin~(
~(t 1)) exp(~~~(t 1)(h 1))
m
~~~
m T m m
=
É(( exP(-j(k
h)(t i)) j exP(-j(k
h +
i)(t -1))
expj-
~~~(k
h1)jt 1)))
=26kh ôk,h-i ôk,h+1 (A2)
m m
where we have
expressed
the sine function in terms ofexponentials.
Let us now calculate the elements pkh of the matrixexp(-Mt).
Weassign
trieprobability 1/m
to each initial condition:pkh(t)
=
~j Skj(exp(-At))pis(~
m J,
=
~
~j exp(-~~~ (k 1)(j 1)) exp(-~~ sin~(
~(j 1)))ôji
m m T Yll
J,
x
exp(~~~ (t 1)(h 1))
m
m
"
à ~ ~~P(~ ~Î (k h)(1- 1)) exP(- ) sin2(
~(i i)))
(A~~
i=i m
After Fourier transform trie terms
exp(-)~ sin~(((t -1)))
willgive
rise to trie LorentziansA((w)
defined inequations (16)
and(18).
It is convenient to calculate trie structure factor of each Lorentzianseparately.
Trieprefactor
of the t-thexponential
in the totalscattering
function
£~ ~Jlc~(Q)Pkh(t)Jl]~(Q)
is:2 É É
FCk
(Q) ~~P(~ ~) (k h)(t i))Fih (Q)
"
k=1h=1
"
(É )>CL lQ) ~~Pl~ ~)k(1~ i)))(É )>Ch (Q) ~~P(~ ~)h(1~ i)))~
k=1 h=1
=
j É Fc~(Q) exP(-)k(t i))
l~ =
1Ui(Q)
l~(A4)
By introducing
xi"
exp(-£(t 1))
the ternisUi(Q)
cari be rewritten asUi(Q)
"
à L~Î=i
Jlc~(Q)(xi)~. By grouping
ail the ternis which containexp(-iQ
ej inside this expression we obtain :~ ~~ ~ ~~
x)~~~~~
exp(-iQ
ej(A5)
ÎÎ
xi~
In our case n
= m = 8 such that
j
ruas from to 8. From formula(A5)
it follows thatUi(Q)
is the Fourier transform of the distribution:
~ ~~ ~ ~~
~j (xi
)~~~~~~ô(r ej(A6)
xi
~
J=i
For t
= 1, this is
just
the Fourier transform of the octagon IJKLMNOP normalisedby
a factor3/8,
which is a very intuitive result. Forhigher
values of t the ternis(A6)
can be considered as Fourier transforms ofhigher
order moments. The t= 1 terni m
S(Q, w)
is thus)S(Q)o~t. ô(w).
We have xi
= 1 and x)~~~~~~ =
exp(1((t 1)3(j 1))
= x)~~~~, where
Lit, j)
is definedby L(t, j)
1 e(1-1)3(j 1)(mod8).
The values ofL(t, j)
arelistld
in table III for convenience.Furthermore, x)xK
"x)_~
~i. The
product
U~*Ui isgiven by
~ ~~ ~ ~~
(~
~j
x)~~~~~~x)~~~~~exp(iQ (ej ek)) (Ai)
64 xi
J,~
There are 64 combinations
(j, k).
The 8 combinations withj
= kgive
rise to terms under triesum that are
equal
to 1. Trie 16 combinations withj
k =1correspond
to vectors ej ek that areedges
of the octagon and have alength
Dl"
fiR,
where 2R is the diameterof the octagon IJKLMNOP. Trie 16 combinations with
j
k= 2
correspond
to adiagonal
with a
length D2
"
ViR.
The 16 combinations withj
k = 3correspond
to adiagonal
with a
length D3
"
~/R
andfinally
the 8 combinations withj
k= 4
correspond
toa diameter of the octagon