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SCALING LAW VARIATION OF THE MECHANICAL PROPERTIES OF SILICA AEROGELS

T. Woignier, J. Phalippou

To cite this version:

T. Woignier, J. Phalippou. SCALING LAW VARIATION OF THE MECHANICAL PROPER- TIES OF SILICA AEROGELS. Journal de Physique Colloques, 1989, 50 (C4), pp.C4-179-C4-184.

�10.1051/jphyscol:1989429�. �jpa-00229505�

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REVUE DE PHYSIQUE APPLIQUBE

Colloque C4, Suppl6ment au n04, Tome 24, avril 1989

SCALING LAW VARIATION OF THE MECHANICAL PROPERTIES OF SILICA AEROGELS

T. WOIGNIER and J. PHALIPPOU

Laboratoire de Science des Materiaux vitreux, Universite des Sciences et Techniques du Lanquedoc, F-34060 Montpellier Cedex 2, France

Resume - Le comportement mecanique des aerogels de s i l i c e e s t e t u d i e p a r l a methode de f l e x i o n 3 p o i n t s . Le module dlYoung ( E ) , l a r e s i s t a n c e a l a r u p t u r e (S) e t l a t e n a c i t e (KIc) sont e t u d i e s en f o n c t i o n des parametres de p r e p a r a t i o n . I 1 e s t demontrk que l ' e v o l u t i o n des c a r a c t e r i s t i q u e s mecaniques s u i t une l o i d ' e c h e l l e en f o n c t i o n de l a d e n s i t e . Les r e s u l t a t s experimentaux sont examines sur l a base de l a t h e o r i e de l a p e r c o l a t i o n .

A b s t r a c t

-

The mechanical behaviour o f s i l i c a aerogels i s s t u d i e d by t h e t h r e e p o i n t s f l e x u r a l technique. The Young's modulus (E)

,

t h e f r a c t u r e s t r e n g t h ( s ) and the toughness KIC a r e i n v e s t i g a t e d as a f u n c t i o n o f t h e d i f f e r e n t p r e p a r a t i o n parameters.

I t i s demonstrated t h a t t h e e v o l u t i o n o f mechanical c h a r a c t e r i s t i c s as a f u n c t i o n o f t h e apparent d e n s i t y f o l l o w s s c a l i n g laws. The evaluated exponents are 3.7, 2.6 and 1.6 f o r E, S and KIC r e s p e c t i v e l y . The experimental data are discussed i n terms o f t h e p e r c o l a t i o n theory.

1

-

INTRODUCTION

The u t i l i z a t i o n o f glasses and ceramics i n s t r u c t u r a l a p p l i c a t i o n s i s o f t e n hampered by t h e i n h e r e n t b r i t t l e n a t u r e o f these m a t e r i a l s which r e s u l t s i n a s u b s t a n t i a l v a r i a b i l i t y i n t h e mechanical p r o p e r t i e s . That i s p a r t i c u l a r l y t h r u e f o r aerogels, which are porous ceramics where t h e s o l i d p a r t represents between 1 t o 30% o f t h e whole volume.

Due t o t h e i r uncommon physical p r o p e r t i e s ( v e r y 1 ow thermal c o n d u c t i v i t y , high s p e c i f i c surface area, low r e f r a c t i v e index) s i l i c a aerogels have a l a r g e p o t e n t i a l as t r a n s p a r e n t thermal i n s u l a t o r , Cerenkow r a d i a t o r and c a t a l y z i n g support. Recently, s i l i c a aerogels have been used as precursors f o r t h e synthesis o f pure s i l i c a g l a s s /I/. However, l i t t l e i s known r e g a r d i n g t h e mechanical p r o p e r t i e s o f such m a t e r i a l s .

Moreover a new i n t e r e s t i s a c t u a l l y devoted t o aerogels because o f t h e i r f r a c t a l nature. They o f f e r thus, t h e p o s s i b i l i t y t o e x p e r i m e n t a l l y study t h e mechanical p r o p e r t i e s o f r e a l f r a c t a l o b j e c t s .

P r e l i m i n a r y s t u d i e s on aerogels r e p o r t e d t h e measurements o f t h e e l a s t i c constants by B r i l l o u i n s c a t t e r i n g / 2 / and u l t r a s o n i c measurements /3,4/. I n t h i s work we present a more d e t a i l e d study o f t h e mechanical p r o p e r t i e s measured by t h e t h r e e - p o i n t s f l e x u r a l tech- nique. This technique g i v e s i n f o r m a t i o n s on t h e e l a s t i c behaviour (Young's modulus) b u t also on t h e f r a c t u r e f e a t u r e s such as s t r e n g t h and toughness.

T h i s s t a t i c manner t o determine t h e Young's modulus gives complementary i n f o r m a t i o n t o t h e h i g h frequency measurements. The experiments have been performed on d i f f e r e n t sets o f samples i n order t o i n v e s t i g a t e t h e i n f l u e n c e o f t h e p r e p a r a t i o n c o n d i t i o n s (pH, d i l u t i o n ) on t h e mechanical p r o p e r t i e s .

Recently, i t has been suggested t h a t t h e r e i s an analogy between g e l a t i o n and p e r c o l a t i o n which i s a c r i t i c a l process f o r c o n n e c t i v i t y . This analogy was supported by experimental s t u d i e s g i v i n g r e s u l t s i n agreement w i t h model p r e d i c t i o n s . I n t h i s work we w i l l discuss our experimental r e s u l t s i n terms o f t h i s analogy.

2

-

EXPERIMENTAL

The g e l s a r e e l a b o r a t e d by h y d r o l y s i s and polycondensation r e a c t i o n s o f tetramethoxysilane (T.M.0.S). The T.M.O.S. was d i s s o l v e d i n vari,ous amounts o f methanol thereby a d j u s t i n g t h e f i n a l b u l k d e n s i t y . The s o l u t i o n s are hydrolyzed under n e u t r a l , basic (5.10-2 N NHaOH) o r a c i d i c (10-4 N HN03) c o n d i t i o n s . The number o f water molecules i s f o u r times t h a t o f TMOS. The g e l s are allowed t o cure a t 55°C f o r two weeks. The alcogels are transformed i n t o aerogels by h y p e r c r i t i c a l evacuation o f t h e methansl.

The apparent d e n s i t y i s determined by simply weighing t h e samples o f w e l l defined

Article published online by EDP Sciences and available at http://dx.doi.org/10.1051/jphyscol:1989429

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dimensions. The pore volume i s c a l c u l a t e d from apparent and s k e l e t a l d e n s i t i e s , t h e l a t t e r being c l o s e t o 1.85 f o r neutral o r a c i d i c a e r o g e l s , 2 f o r b a s i c a e r o g e l s /5/.

The Young's modulus E and mechanical strengh S were measured by a standard t h r e e p o i n t s f l e x u r a l method. The bar-shaped were supported on edges and t h e load was applied in t h e c e n t e r . E and S a r e then given by :

d3 F

E =

-

1 -

4e3 1.w

F i s t h e applied l o a d , e and 1 a r e t h e t h i c k n e s s and t h e width of t h e sample, d i s i t s length and w i s t h e deformation produced by F. The given experimental values represent t h e average o f a t l e a s t t h r e e measurements.

The c r i t i c a l s t r e s s i n t e n s i t y f a c t o r o r f r a c t u r e toughness (KIc) was measured using t h e s i n g l e edge notched beam technique (S.E.N.B) i n t h r e e p o i n t s bending.

where c i s t h e notch depth c u t with a diamond saw, Y i s a polynomial expression which depends on t h e geometry of t h e t e s t . (For d e t a i l s s e e r e f e r e n c e 6 ) .

The presented r e s u l t s were obtained on a e r o g e l s prepared with a t l e a s t 10% of tetramethoxysi 1 ane. Aerogels having TMOS vol umic concentrations lower than 10% can be prepared. As an example we have synthesized a l c o g e l s with 1% of TMOS. They g i v e r i s e t o aerogels containing 99% of p o r o s i t y . However, attemps t o measure t h e mechanical p r o p e r t i e s of such " m a t e r i a l s " have f a i l e d .

3

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RESULTS AND DISCUSSIONS

For a l l t h e s t u d i e d a e r o g e l s t h e mechanical behaviour i s c h a r a c t e r i s t i c of a b r i t t l e p e r f e c t l y e l a s t i c materiaq. The s u r f a c e aspect of t h e f r a c t u r e i s i d e n t i c a l t o t h a t 0.f a g l a s s .

Figure 1 shows t h e e v o l u t i o n of t h e Young's modulus E and t h e mechanical s t r e n g t h S of s i l i c a a e r o g e l s a s a f u n c t i o n of t h e i n i t i a l TMOS concentration under a c i d i c (A), neutral (N) and b a s i c ( B ) h y d r o l y s i s c o n d i t i o n s . E and S cover a broad range of values (4 and 3 orders of magnitude) and t h u s t h e experimental d a t a a r e p l o t t e d on a semi-log s c a l e . The observed d i s p e r s i o n i n t h e s t r e n g t h values of a e r o g e l s i s due t o t h e s c a t t e r i n t h e s i z e and shape of t h e flaws.

E and S decrease with i n c r e a s i n g d i l u t i o n and r i s i n g pH of t h e c a t a l y s i s . This behaviour i s d i r e c t l y r e l a t e d t o t h e decrease of t h e bulk density. A high d i l u t i o n l e a d s t o a more porous m a t e r i a l . A t a given d i l u t i o n , t h e denser s t r u c t u r e of t h e s e r i e A and N i s due t o a s t r o n g shrinkage occuring during t h e aging and t h e autoclave treatment ( f i g u r e 2 ) . To comDare t h e d i f f e r e n t s e r i e s of s a m ~ l e s . t h e r e s u l t s has been

.

, lotted versus t h e bulk d e n s i t i ( f i g u r e 3 ) .

The p l o t on a l o g - l o g s c a l e demonstrates t h e power law dependence of E and S .

Regarding t h e e l a s t i c behavior of t h i s material d i f f e r e n t s comments can be given.

The same s c a l i n g exponent has been found f o r t h e high frequency determination of the e l a s t i c c o n s t a n t in t h e Mhz and Ghz range, demonstrating t h a t t h e samples e x h i b i t a l a r g e s c a l e homogeneity. C 1 1 e t C44 e l a s t i c c o n s t a n t s /2/ have a l s o shown t o obey t h e same power dependence which l e a d s t o t h e conclusion t h a t t h e r a t i o of t h e c o m p r e s s i b i l i t y K t o t h e shear modulus G and t h e poisson's r a t i o fi remain about c o n s t a n t i n t h e studied density range. The c a l c u l a t e d values K/G

-

1.4 and fi = 0.2 a r e very c l o s e t o t h a t of dense v i t r e o u s s i l i c a .

The t h r e e s e r i e s of samples e x h i b i t t h e same s c a l i n g law dependence. However f o r a given bulk d e n s i t y base catalyzed s e r i e s shows E values s l i g h t l y lower. This r e s u l t has been explained by a smaller c o n n e c t i v i t y of t h e B network compared t o t h a t of t h e A and N m a t e r i a l s /7/. Strength does not show t h e same behaviour with r e s p e c t t o d a t a s c a t t e r i n g and the f a c t t h a t S i s governed by c o n n e c t i v i t y but i s a l s o r e l a t e d t o t h e e x i s t e n c e of flaws in

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F i g . 1 - E v o l u t i o n of mechanical F i g . 2 - L i n e a r s h r i n k a g e induced by p r o p e r t i e s of a e r o g e l s made under t h e gel - a e r o g e l c o n v e r s i o n a s a v a r i o u s c o n d i t i o n s a s a f u n c t i o n f u n c t i o n of TMOS c o n c e n t r a t i o n . of TMOS c o n c e n t r a t i o n .

the materi a1

.

The s c a l i n g law behaviour observed f o r t h e Young modulus can be d i s c u s s e d in terms of p e r c o l a t i o n t h e o r y . T h i s t h e o r y t r e a t s t h e o c c u p a t i o n o f random s i t e s by e n t i t i e s on a f i x e d l a t t i c e l e a d i n g t o t h e appearance of a c o h e r e n t network a t t h e p e r c o l a t i o n t h r e s h o l d /8/. In t h i s t h e o r y , t h e e l a s t i c c o n s t a n t s a r e expected t o s c a l e a s :

where p i s t h e p r o b a b i l i t y f o r s i t e s t o be o c c u p i e d , pc t h e p e r c o l a t i o n t h r e s h o l d i s d e f i n e d as t h e v a l u e of p above which an i n f i n i t e c l u s t e r e x i s t s .

I t has been proposed /3/ t h a t f o r s i l i c a a e r o g e l s a good approximation i s t o i d e n t i f y p with p and t o l e t p c = 0. With such an assumption we f i n d t h a t T = 3 . 7

+

0.2 which i s in an e x c e l l e n t agreement with t h e t h e o r e t i c a l p e r c o l a t i o n p r e d i c t i o n s [ 9 , 1 0 ] . Moreover t h e f a c t t h a t t h e s c a l i n g r e l a t i o n e q u a l l y a p p l i e s t o t h e c o m p r e s s i b i l i t y , s h e a r and Young moduli i s a l s o i n agreement w i t h t h e p e r c o l a t i o n p r e d i c t i o n s .

Let us s e e what t h e p e r c o l a t i o n model proposes f o r t h e mechanical s t r e n g t h . While t h e b e h a v i o r of t h e e l a s t i c moduli of p e r c o l a t i n g o b j e c t has been t h e f o c u s o f a number of t h e o r e t i c a l i n v e s t i g a t i o n s , on t h e o t h e r hand very l i t t l e a t t e n t i o n has been p a i d t o t h e f r a c t u r e p r o p e r t i e s o f tenuous s o l i d s . F i r s t i n v e s t i g a t i o n s have been performed on a two dimensional model / 1 1 , 1 2 / . T h u s a l s o a power law dependence of t h e s t r e n g t h i s p r e d i c t e d .

However t h e v a l u e of t h e s c a l i n g exponent and t h e i n t e r p r e t a t i o n o f t h e r e s u l t s d i f f e r /11,12,13,14/. . .

~ e c e n t l ~ kay and C h a k r a b a r t i have proposed a lower bound f o r t h e s c a l i n g exponent t / I S / .

where T i s t h e e l a s t i c i t y e x p o n e n t , D t h e d i m e n s i o n a l i t y , DB t h e f r a c t a l dimension of t h e p e r c o l a t i v e blackbone ( t h e s e t of s i t e s which c a r r y t h e s t r e s s ) and u t h e c o r r e l a t i o n l e n g t h exponent. The d e r i v a t i o n i s made under t h e e x p l i c i t assumption t h a t t h e system i s microsco- p i c a l l y b r i t t l e . That i s v e r i f i e d i n our c a s e . I n s e r t i n g t h e v a l u e T = 3 . 7 /9,10/, D = 3, Da = 2 /16/ and u = 0 . 8 /8/ we f i n d t h a t t 22.25. Proceeding with t h e same approximation

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than above /3/, our expecimental r e s u l t s t = 2 . 6 would be i n a good agreement with t h e t h e o r e t i c a l lower bound.

All t h e s e r e s u l t s and comments would suggest t h a t t h e aerogel i s a p e r c o l a t i v e medium. This conclusion i s not s o c l e a r a f t e r a second a n a l y s i s .

F i r s t of a l l , t h e c r i t i c a l behaviour i n t h e p e r c o l a t i o n theory i s defined "near" t h e p e r c o l a t i o n t h r e s h o l d . The l i g t h e s t aerogel which has been obtained has a volume f r a c t i o n of s o l i d around 1% which would correspond t o t h e p e r c o l a t i o n t h r e s h o l d . Then t h e s t u d i e d aero- g e l s having a f r a c t i o n o f s o l i d between 5 t o 30% cannot be regarded a s m a t e r i a l s c l o s e t o t h e threshold p o i n t .

The comparison between t h e experimental determinations and t h e p e r c o l a t i o n predic- t i o n s of t h e exponent values a r e based on t h e assumption t h a t t h e unknown mathematical v a r i a b l e p-pc can be replaced d i r e c t l y by p. The hypothesis assumes i m p l i c i t l y t h a t a l l t h e occupied s i t e s (monomers having r e a c t e d ) belong t o t h e i n f i n i t e c l u s t e r (gel network). In f a c t , i n t h e gel ation-percol a t i o n analogy /8/, t h e bulk d e n s i t y ( o r gel f r a c t i o n ) i s c o r r e l a t e d t o t h e p e r c o l a t i o n p r o b a b i l i t y (which i s defined a s t h e p r o b a b i l i t y f o r a s i t e t o belong t o t h e i n f i n i t e c l u s t e r ) and s c a l e s with t h e

B

exponent.

The r e l a t i o n t a k e s i n t o account t h e f a c t t h a t a p a r t of t h e occupied s i t e s do not p a r t i c i p a t e t o t h e i n f i n i t e c l u s t e r . With t h e r e l a t i o n s 6 , 7 and 9, t h e following scaling re1 a t i o n s can be derived.

E a p7/B - 10 -

s

a pt/B - 11 -

Fig. 3 - Evolution of mechanical pro- Fig. 4

-

Fracture toughness vs p e r t i e s of a e r o g e l s a s a function of d e n s i t y .

t h e i r d e n s i t y .

and t h e experimentally determined values a r e not d i r e c t l y 7 o r t but 7/j3 o r t/B. Some authors havb used f o r polyurethane g e l s /17/ and f o r s i l i c a g e l s /18/ a

B

value c l o s e t o 0 . 4 . This value corresponds t o t h e t h e o r e t i c a l p r e d i c t i o n i n a 3 dimensional s t a t i c l a t t i c e

/a/.

We can conclude t h a t 7 = 1 . 5 and t = 1.1 which a r e f a r from t h e percolation expo- nents. However i n t h e c a s e of t h e formation of s i l i c a alcogel and during t h e autoclave treatment aging and s y n e r e s i s phenomena allow m i c r o c l u s t e r s t o s t i c k t o t h e i n f i n i t e c l u s t e r . In t h i s way t h e growth of t h e gel can be regarded a s a 3D

+

1 dimension problem, 3 space and one time dimensions. The a d d i t i o n of t h e m i c r o c l u s t e r s induce an i n c r e a s e of t h e

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gel d e n s i t y and one expects a l a r g e r value of 8. Recent work /19/ proposes a 8 value equal t o 0.83 i n 3D

+

1 dimensions, which would lead t o 7 = 3.1 and t = 2.2.

The comments we have developed above show t h a t d i f f e r e n t i n t e r p r e t a t i o n s issued from t h e 1 i t e r a t u r e lead t o c o n t r a d i c t a r y conclusions. For s i l i c a a e r o g e l s t h e e x i s t e n c e of s c a l i n g laws and t h e experimental determination of exponents a r e not thought t o be s u f f i c i e n t c r i t e r i a t o check i f t h e s e m a t e r i a l s can be compared t o p e r c o l a t i v e network.

The a n a l y s i s i n terms of p e r c o l a t i o n theory can be a l s o discussed considering the s t r u c t u r e of t h e aerogel and t h e comparison between t h e f r a c t a l dimensions D f . Thus, t h e f r a c t a l dimension of t h e p e r c o l a t i o n i n f i n i t e c l u s t e r i s 2.5 a1 though t h e f r a c t a l dimension of t h e a e r o g e l s i s around 1.8 i n basic c a t a l y s i s and 2.4 f o r t h e A and N s e t s /20/. Such values of Df would suggest t h a t t h e growth process i n b a s i c c a t a l y s i s corresponds t o a c l u s t e r - c l u s t e r aggregation l i m i t e d by d i f f u s i o n (D = 1.8 /21/). For t h e A and N s e r i e s , a c l u s t e r - c l u s t e r aggregation l i m i t e d by r e a c t i o n (D = 2.1 /21/) followed by rearrange-ment of t h e c l u s t e r s during t h e s y n e r e s i s phenomenon (which l e a d s t o a denser s t r u c t u r e ) can explain t h e value D = 2.4.

The f a c t t h a t t h e g e l a t i o n under b a s i c conditions i s very f a s t ( l i k e D.L.C.A.) and slower under n e u t r a l and a c i d i c c a t a l y s i s ( l i k e R.L.C.A.) i s supporting t h e s e ideas.

I t i s noteworthy t h a t b a s i c , n e u t r a l , a c i d i c s e t s of a e r o g e l s e x h i b i t t h e same s c a l i n g exponents. These exponents seem t o be independent on t h e aggregation process and thus t h e aerogel s t r u c t u r e . Thus, an i d e n t i f i c a t i o n of t h e aerogel s t r u c t u r e with t h e i n f i n i t e c l u s t e r of p e r c o l a t i o n can only be an approximation.

Preliminary experiments have been performed t o o b t a i n t h e toughness of t h e s e b r i t t l e m a t e r i a l s . The measurements have been done on t h e N s e t . The experimental r e s u l t s a r e discussed i n more d e t a i l s i n a companion paper /6/. KIC e x h i b i t s a l s o a power law dependence with p ( f i g . 4 ) .

The toughness c h a r a c t e r i z e s t h e property of m a t e r i a l s t o r e s i s t t h e crack propagation.

Strength of ceramics S i s r e l a t e d t o KIC and t o t h e s i z e of t h e f r a c t u r e i n i t i a t i n g flaw.

f i s t h e c r i t i c a l s i z e of t h e flaw r e s p o n s i b l e f o r t h e f a i l u r e , Y i s a geometrical parameter c l o s e t o 2 /23/ and Z i s known as a flaw shape parameter /24/ ( f o r an ideal G r i f f i t h flaw Z = 1 and r e l a t i o n 14 i s equivalent t o t h e r e l a t i o n 3 of t h e SENB t e s t ) .

I f we assume t h a t Z = 1

e

would vary between 10 and 100 fim which i s c l o s e t o t h e G r i f f i t h flaw found i n dense s i l i c a g l a s s . However t h e n a t u r e of t h e flaws i s not well i d e n t i f i e d , flaws may be microcracks passing through several p a r t i c l e s and micropores.

Another p o s s i b i l i t y i s t o consider t h a t pores a r e r e s p o n s i b l e f o r t h e f a i l u r e e i t h e r , because they c o n c e n t r a t e s t r e s s on flaws away from t h e pore, e i t h e r because they a r e themselves considered a s a 3 dimensional not sharp flaws. In t h i s approach f r a c t u r e i s regarded a s o r i g i n a t i n g from t h e biggest pores /25/.

4

-

CONCLUSION

A very l a r g e v a r i a t i o n of t h e mechanical p r o p e r t i e s of s i l i c a a e r o g e l s i s observed over t h e d e n s i t y range 0.05-0.4 g/cm3. E l a s t i c moduli, mechanical s t r e n g t h and toughness s c a l e with exponents equals t o 3.7, 2.6 and 1.6 respectively.

I t has been proposed t h a t t h e g e l a t i o n can be described by a p e r c o l a t i o n process in which t h e exponents a r e r e l a t e d t o d i f f e r e n t c l a s s e s of u n i v e r s a l i t y . However i n t h e case of s i l i c a a e r o g e l , t h e i n t e r p r e t a t i o n i n terms of p e r c o l a t i v e network seems questionable. F i r s t of a l l t h e choice of t h e physical p a r a m e w s which a r e used t o account f o r t h e unknown mathematical v a r i a b l e p

-

pc i s not obvious. On a s t r u c t u r a l point o f view, t h e f r a c t a l s t r u c t u r e o f t h e a e r o g e l s i s d i f f e r e n t of t h e i n f i n i t e c l u s t e r of t h e p e r c o l a t i o n theory and depends on t h e c a t a l y s i s c o n d i t i o n s . F i n a l l y , t h e aerogel network i s t h e r e s u l t of a sequence o f d i f f e r e n t processes such a s gel a t i o n , aging and syneresi s shrinkage. I n t e r - p r e t a t i o n of t h e whole phenomenon by a unique model would be d a r i n g .

REFERENCES

/1/ PHALIPPOU, J . , WOIGNIER, T., PRASSAS, M . , same i s s u e

(7)

C4-184 REVUE DE PHYSIQUE APPLIQUEE

COURTENS, E., PELOUS, J., PHALIPPOU, J., VACHER, R., WOIGNIER, T., Phys. Rev. L e t t . , 58 (1987) 128.

GRONAUER, M., KADUR, A., Physics. 6-167.

FRICKE, J., Aerogel s ( S p r i n g e r V e r l ag) Proceeding i n

/4/ CALEMCZUK, R., DE GOER, A.M., SALCE, B., MAYNARD, R., ZAREMBOVITCH, A . , Europhysic L e t t e r s , 3 (1987) 1205.

/5/ WOIGNIER, T., PHALIPPOU, J., J. Non-Cryst. S o l i d s , 93 (1987) 17.

/6/ PHALIPPOU, J., WOIGNIER, T., RQGIER, R., same i s s u e .

/7/ WOIGNIER, T., PHALIPPOU, J., VACHER, R., S p r i n g M e e t i n g M.R.S., Reno, (1988) t o be pub1 is h e d .

/8/ STAUFFER, D., J. Chem. Soc. Faraday Trans., 72 (1972) 1354.

/9/ FENG, S., SEN, R.N., Phys. Rev. L e t t e r s , 52 (1984) 216.

/lo/ KANTOR, Y., WEBMAN, I., Phys. Rev. L e t t e r s , 52 (1984) 1891.

/11/ SIERADZKI, K., L I , R., Phys. Rev. L e t t e r s , 56 (1986) 2509.

/12/ BENGUIGUI, L., RON, P., BERGMAN, D.J., p y e p r i n t .

/13/ RAY, P., CHAKRABARTI, B.K., J . Phys. C : S o l i d S t a t e Phys., 18 (1985) L 185.

/14/ SORNETTE, D., P h y s i c a l Review B, 36 (1987) 8847.

/15/ RAY, P., CHAKRABARTI, B.K., p r e p r i n t .

/16/ KIRKPATRICH, S., i n I 1 1 Condensed Mater, BALLINA, R., MAYNARD, R., TOULOUSE, G., eds, N o r t h - H o l l a n d (1979).

/17/ ADAM, M., DELSANTI, M., MUNCH, J.P., DURAND, D., J. Phys., 48 (1987) 1809.

/18/ DEUTSCHER, G., MAYNARD, R., PARODI, O., Europhysics L e t t e r s , 6(1) (1988) 49.

/19/ ADLER, J., BERGER, J., DUARTE, J.A.M.S., MEIER, Y., Phys. Rev. B, 37(13) (1988) 7529.

/20/ VACHER, R., WOIGNIER, T., PELOUS, J., COURTENS, E., Phys. Rev. B, 37(11) (1988) 6500.

/21/ KOLB, M., BOTET, R., JULIEN, J., Phys. Rev. L e t t . , 51 (1983) 1123.

/22/ SCHAEFER, D.W., " P h y s i c s and Chemistry o f Porous Media 11", R i d g e f i e l d (1986) 63.

/23/ BROWN, W.F., SRAWLEY, J.E., Am. Soc. Mater., Spec. Tech. Publ., 410 (1967) 1.

/24/ EVANS, A.G., TAPPIN, G., Proc. B r . Ceram. Soc. 1972,

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(1972) 275.

/25/ RICE, R.W., " T r e a t i s e on m a t e r i a l s s c i e n c e and t e c h n o l o g y " , Vol

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11, R.K. Mac Crone ed., Acad. Press, (1977) 199.

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