<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">MSA</journal-id><journal-title-group><journal-title>Materials Sciences and Applications</journal-title></journal-title-group><issn pub-type="epub">2153-117X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/msa.2018.912068</article-id><article-id pub-id-type="publisher-id">MSA-88690</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  Investigation of Thermodynamic Properties of Zirconia Thin Films by Statistical Moment Method
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vu</surname><given-names>Van Hung</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Le</surname><given-names>Thi Thanh Huong</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dang</surname><given-names>Thanh Hai</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>University of Education, VNU Hanoi, Hanoi, Vietnam</addr-line></aff><aff id="aff3"><addr-line>Vietnam Education Publishing House, Hanoi, Vietnam</addr-line></aff><aff id="aff2"><addr-line>Hai Phong University, Haiphong, Vietnam</addr-line></aff><pub-date pub-type="epub"><day>14</day><month>11</month><year>2018</year></pub-date><volume>09</volume><issue>12</issue><fpage>949</fpage><lpage>964</lpage><history><date date-type="received"><day>23,</day>	<month>October</month>	<year>2018</year></date><date date-type="rev-recd"><day>20,</day>	<month>November</month>	<year>2018</year>	</date><date date-type="accepted"><day>23,</day>	<month>November</month>	<year>2018</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The moment method in statistical (SMM) dynamics is used to study the thermodynamic quantities of ZrO
  <sub>2</sub> thin films taking into account the anharmonicity effects of the lattice vibrations. The average lattice constant, thermal expansion coefficient and specific heats at the constant volume of ZrO
  <sub>2</sub> thin films are calculated as a function of temperature, pressure and thickness of thin film. SMM calculations are performed using the Buckingham potential for the ZrO
  <sub>2</sub> thin films. In the present study, the influence of temperature, pressure and the size on the thermodynamic quantities of ZrO
  <sub>2</sub> thin film have been studied using three different interatomic potentials. We discuss temperature and thickness dependences of some thermodynamic quantities of ZrO
  <sub>2</sub> thin films and we compare our calculated results with those of the experimental results.
 
</p></abstract><kwd-group><kwd>Thin Film</kwd><kwd> Zirconia</kwd><kwd> Lattice Constant</kwd><kwd> Thermal Expansion Coefficient</kwd><kwd> Specific Heats at the Constant Volume</kwd><kwd> Statistical Moment Method</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Oxide thin films are used for multi-layer optical coatings, and multi-layer optical thin film devices. Among oxide materials, pure and doped CeO<sub>2</sub> and ZrO<sub>2</sub> (bulk and thin films) have attracted more attention because of its desirable properties, such as high stability against mechanical abrasion, chemical attack and high temperatures [<xref ref-type="bibr" rid="scirp.88690-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref2">2</xref>] . These oxide thin films have been prepared by some conventional methods. Many physical deposition techniques, such as pulsed laser deposition (PLD), magnetron sputtering, or molecular beam epitaxy (MBE), have been used produce CeO<sub>2</sub> thin films. For instance, Gerblinger et al. [<xref ref-type="bibr" rid="scirp.88690-ref3">3</xref>] have obtained CeO<sub>2</sub> thin films on Al<sub>2</sub>O<sub>3</sub> substrate by sputter process, or the deposition of cerium dioxide thin films on Ni textured substrates by metallorganic chemical vapor deposition (MOCVD) has been reported [<xref ref-type="bibr" rid="scirp.88690-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref6">6</xref>] . Chemical vapor deposition (CVD) is a well-known technique for preparing thin films. For example, yttria doped CeO<sub>2</sub> (YDC) thin films have been grown on yttria doped zirconia (YSZ) single substrates by vacuum vapor deposition and slurry painting method [<xref ref-type="bibr" rid="scirp.88690-ref7">7</xref>] . Different several chemical methods have also been applied to produce CeO<sub>2</sub> (or ZrO<sub>2</sub>) thin films, such as sol-gel, aerosol-assisted MOCVD [<xref ref-type="bibr" rid="scirp.88690-ref8">8</xref>] , mist microwave-plasma chemical vapour deposition (MPCVD) [<xref ref-type="bibr" rid="scirp.88690-ref9">9</xref>] , atomic layer deposition (ALD) [<xref ref-type="bibr" rid="scirp.88690-ref10">10</xref>] and spray pyrolysis [<xref ref-type="bibr" rid="scirp.88690-ref11">11</xref>] . Recently, the structural and optical properties of ZrO<sub>2</sub> thin films in relation to thermal annealing times, and properties of surface ceria-zirconia solid solution films were investigated [<xref ref-type="bibr" rid="scirp.88690-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref13">13</xref>] . ZrO<sub>2</sub> thin films were grown by thermal oxidation of metallic zirconium films deposited by sputtering of zirconium target by DC magnetron sputtering technique [<xref ref-type="bibr" rid="scirp.88690-ref14">14</xref>] .</p><p>Recently, extensive studies of elastic and thermodynamic properties of oxide materials appear because of their important applications in high-frequency resonators. These materials are systematically fabricated by film deposition techniques in devices and their elastic constants are definitely required. Knowledge of mechanical and thermodynamic properties of these oxide thin films is essential to design Micro-Electro-Mechanical Systems (MEMS) devices. It is known that the size effect of phonon frequency is attributed to phonon confinement, surface pressure, or interfacial vibration effects. Therefore, understanding the size effect of elasticity and thermodynamic properties and their theoretical mechanism is important.</p><p>Most previous theoretical studies were concerned with the material properties of ZrO<sub>2</sub>, CeO<sub>2</sub> bulk and thin films at absolute zero temperature or low temperature while temperature and pressure dependences of thermodynamic quantities have not been studied in detail. Recently, temperature and pressure dependences of thermodynamic and elastic properties of bulk cerium dioxide have been studied using the analytic statistical moment method (SMM) [<xref ref-type="bibr" rid="scirp.88690-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref17">17</xref>] . The purpose of the present article is to investigate the temperature, pressure and thickness dependences of some thermodynamic properties of ZrO<sub>2</sub> thin films using the SMM.</p></sec><sec id="s2"><title>2. Theoretical Approach</title><p>Theoretical explanations for the size effect are made by introducing the surface energy contribution in the continuum mechanics or the computational simulations reflecting the surface stress, or the surface relaxation influence. In this present research, the influence of the size effect on thermodynamic properties of zirconia thin film is studied by introducing the surface energy contribution in the free energy of zirconium and oxygen atoms of surface layers.</p><p>Let us consider an oxide free standing thin film RO<sub>2</sub> has n atomic layers of R atom (R = Zr) and (n − 1) atomic layer O with the thickness d as shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. We assume that the thin film consists of two zirconium surface-layers, two oxygen next surface-layers, (n − 3) oxygen internal-layers and (n − 2) zirconium internal-layers. N R s u r , N O s u r , N R i n t , N O i n t are the number of R or O atoms on surface-layers, next-surface-layers and internal-layers of this thin film, respectively. The thin film RO<sub>2</sub> has the cubic fluorite structure, then N R s u r = N R i n t = N 01 , N O s u r = N O i n t = N 02 , and N 01 / N 02 = 1 / 2 . Then, the potential energy of the surface-layers with N R s u r atoms R, and N O s u r atoms O can be written as</p><p>U s u r = U R s u r + U O s u r = N R s u r 2 ∑ i φ i 0 R − s u r ( | r i + u i | ) + N O s u r 2 ∑ i φ i 0 O − s u r ( | r i + u i | ) , (1)</p><p>here, r<sub>i</sub> is the equilibrium position of i-th atom, u<sub>i</sub> is its displacement of the i-th atom from the equilibrium position; φ i 0 R − s u r , φ i 0 O − s u r are the effective interatomic potential between 0-th R atom and i-th atom, the 0-th O atom and i-th atom, respectively.</p><p>First, we expand the potential energy of the system in terms of the atomic (ionic) displacements u<sub>i</sub> of the atom i.</p><p>U s u r = U R s u r + U O s u r = N R s u r 2 ∑ i { φ i 0 R − s u r ( | r i | ) + 1 2 ∑ α , β ( ∂ 2 φ i 0 R − s u r ∂ u i α ∂ u i β ) e q u i α u i β + 1 6 ∑ α , β , γ ( ∂ 3 φ i 0 R − s u r ∂ u i α ∂ u i β ∂ u i γ ) e q u i α u i β u i γ + 1 24 ∑ α , β , γ , η ( ∂ 4 φ i 0 R − s u r ∂ u i α ∂ u i β ∂ u i γ ∂ u i η ) e q u i α u i β u i γ u i η + ⋯ } + N O s u r 2 ∑ i { φ i 0 O − s u r ( | r i | ) + 1 2 ∑ α , β ( ∂ 2 φ i 0 O − s u r ∂ u i α ∂ u i β ) e q u i α u i β + 1 6 ∑ α , β , γ ( ∂ 3 φ i 0 O − s u r ∂ u i α ∂ u i β ∂ u i γ ) e q u i α u i β u i γ + 1 24 ∑ α , β , γ , η ( ∂ 4 φ i 0 O − s u r ∂ u i α ∂ u i β ∂ u i γ ∂ u i η ) e q u i α u i β u i γ u i η + ⋯ } , (2)</p><p>where u i α denotes α-Cartesian component of the atomic displacement of i-th atom, and the subscript eq means the quantities calculated at the equilibrium state.</p><p>Using Equation (2), the thermal average of the crystalline potential energy of the system is given in terms of the power moments 〈 u m 〉 of the atomic displacements and the harmonic vibrational parameter k, and three anharmonic parameters β , γ 1 and γ 2 as</p><p>〈 U s u r 〉 = U 0 R − s u r + U 0 O − s u r + 3 N R s u r [ k R s u r 2 〈 ( u R s u r ) 2 〉 + γ 1 R − s u r 〈 ( u R s u r ) 4 〉     + γ 2 R − s u r 〈 ( u R s u r ) 2 〉 2 ] + 3 N O s u r [ k O s u r 2 〈 ( u O s u r ) 2 〉 + β O s u r 〈 u O s u r 〉 〈 ( u O s u r ) 2 〉     + γ 1 O − s u r 〈 ( u O s u r ) 4 〉 + γ 2 O − s u r 〈 ( u O s u r ) 2 〉 2 ] + ⋯ , (3)</p><p>where</p><p>γ 1 R − s u r = 1 48 ∑ i ( ∂ 4 φ i 0 R ∂ u i α 4 ) e q ,       γ 2 R − s u r = 6 48 ∑ i ( ∂ 4 φ i 0 R ∂ u i α 2 ∂ u i β 2 ) e q , (4)</p><p>γ 1 O − s u r = 1 48 ∑ i ( ∂ 4 φ i 0 O ∂ u i α 4 ) e q ,       γ 2 O − s u r = 6 48 ∑ i ( ∂ 4 φ i 0 O ∂ u i α 2 ∂ u i β 2 ) e q , (5)</p><p>k R s u r = 1 2 ∑ i ( ∂ 2 φ i 0 R ∂ u i α 2 ) e q ,     k O s u r = 1 2 ∑ i ( ∂ 2 φ i 0 O ∂ u i α 2 ) e q , (6)</p><p>and β O s u r = 1 2 ∑ i ( ∂ 3 φ i 0 O ∂ u i α ∂ u i β ∂ u i γ ) e q , (7)</p><p>with α ≠ β ≠ γ = x , y or z. U 0 R − s u r and U 0 O − s u r represent the sum of effective pair interaction energies for R and Oxygen atoms, respectively,</p><p>U 0 R − s u r = N R s u r 2 ∑ i φ i 0 R − s u r ( | r i | ) ,</p><p>U 0 O − s u r = N O s u r 2 ∑ i φ i 0 O − s u r ( | r i | ) , (8)</p><p>Let us consider a quantum system given by the following Hamiltonian:</p><p>H ^ = H ^ 0 − ∑ i α i V ^ L , (9)</p><p>where H ^ 0 denotes the lattice Hamiltonian in the harmonic approximation, and the second term ∑ i α i V ^ L is added due to the anharmonicity of thermal lattice vibrations, α i denotes a parameter characterizing the anharmonicity of thermal lattice vibrations and V ^ L the related operator. The Helmholtz free energy of the system given by Hamiltonian (9) is formally written as [<xref ref-type="bibr" rid="scirp.88690-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref19">19</xref>]</p><p>Ψ = Ψ 0 − ∑ i ∫ 0 α i 〈 V ^ L 〉 α i d α i , (10)</p><p>where 〈 V ^ L 〉 α i expresses the expectation value at the thermal equilibrium with the (anharmonic) Hamiltonian H ^ .</p><p>Using Equations (3), (9) and (10) permits us to calculate the Helmholtz free energy of R atoms of the surface-layers as</p><p>Ψ R s u r = U 0 R − s u r + Ψ 0 R − s u r + ∫ 0 α i 〈 V L 〉 α i d α i . (11)</p><p>The Helmholtz free energy Ψ R s u r for R atoms can be derived from the functional form of the potential energy of the above Equation (3) through the straightforward analytic integrations I<sub>1</sub> and I<sub>2</sub>, with respect to the two anharmonicity “variables” γ 1 and γ 2 . Firstly, for R atoms I<sub>1</sub> and I<sub>2</sub> are written in an integral form as</p><p>I 1 = ∫ 0 γ 1 〈 u 4 〉 d γ 1 ,       I 2 = ∫ 0 γ 2 〈 u 2 〉 γ 1 = 0 2 d γ 2 . (12)</p><p>Then the free energy of the N R s u r atoms R of surface layers is given by</p><p>Ψ R s u r = U 0 R − s u r + Ψ 0 R − s u r + 3 N R s u r ∫ 0 γ 1 R − s u r 〈 ( u R s u r ) 4 〉 d γ 1 R − s u r     + 3 N R s u r ∫ 0 γ 2 R − s u r 〈 ( u R s u r ) 2 〉 γ 1 R − s u r = 0 2 d γ 2 R − s u r , (13)</p><p>where Ψ 0 R − s u r denotes free energy in the harmonic approximation for the N R s u r atoms R of surface layers which has the form as</p><p>Ψ 0 R − s u r = 3 N R s u r θ [ x R s u r + ln ( 1 − e − 2 x R s u r ) ] . (14)</p><p>Using the expression of the second and fourth moments [<xref ref-type="bibr" rid="scirp.88690-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref20">20</xref>] , we calculate the anharmonicity contribution to the free energy, then the free energy Ψ 0 R − s u r of the surface layer atoms R is given by</p><p>Ψ R s u r ≈ { U 0 R − s u r + Ψ 0 R − s u r } + 3 N R s u r θ 2 ( k R s u r ) 2 { γ 2 R − s u r ( X R s u r ) 2 − 2 γ 1 R − s u r 3 ( 1 + X R s u r 2 ) }     + 6 N R s u r θ 3 ( k R s u r ) 4 { 4 3 ( γ 2 R − s u r ) 2 ( 1 + X R s u r 2 ) X R s u r     − 2 ( ( γ 1 R − s u r ) 2 + 2 γ 1 R − s u r γ 2 R − s u r ) ( 1 + X R s u r 2 ) ( 1 + X R s u r ) } , (15)</p><p>where x R s u r = ℏ ω R s u r 2 θ = ℏ k R s u r / m 2 θ , X R s u r = x R s u r coth x R s u r , and m is the average atomic mass of the system, m = C R m R + C O m O .</p><p>Similar derivation can be also done for the free energy of R and O atoms of the surface-layers and internal-layers of thin film RO<sub>2</sub>. Free energies of these layer-types respectively are</p><p>Ψ O s u r ≈ { U 0 O − s u r + Ψ 0 O − s u r } + 3 N O s u r θ 2 ( k O s u r ) 2 { γ 2 O − s u r ( X O s u r ) 2 − 2 γ 1 O − s u r 3 ( 1 + X O s u r 2 ) }     + 6 N O s u r θ 3 ( k O s u r ) 4 { 4 3 ( γ 2 O − s u r ) 2 ( 1 + X O s u r 2 ) X O s u r − 2 ( ( γ 1 O − s u r ) 2 (16)</p><p>    + 2 γ 1 O − s u r ⋅ γ 2 O − s u r ) ( 1 + X O s u r 2 ) ( 1 + X O s u r ) } + 3 N O s u r θ [ ( β O s u r ) 2 6 K s u r 2 k O s u r γ 0 O − s u r     − ( β O s u r ) 2 6 K s u r γ 0 O − s u r ] + 3 N O s u r θ 2 { β O s u r K s u r [ 2 γ 0 O − s u r 3 K s u r 3 ( 1 + X O s u r 2 ) 1 / 2 ] }     + 3 N O s u r θ 3 { − ( β O s u r ) 2 9 K s u r 3 ( 1 + X O s u r 2 ) + ( β O s u r ) 2 9 K s u r 4 ( 1 + X O s u r ) + ( β O s u r ) 2 6 K s u r 2 k O s u r ( X O s u r − 1 ) } ,</p><p>Ψ R i n t ≈ { U 0 R − i n t + Ψ 0 R − i n t } + 3 N R i n t θ 2 ( k R i n t ) 2 { γ 2 R − i n t ( X R i n t ) 2 − 2 γ 1 R − i n t 3 ( 1 + X R i n t 2 ) }     + 6 N R i n t θ 3 ( k R i n t ) 4 { 4 3 ( γ 2 R − i n t ) 2 ( 1 + X R i n t 2 ) X R i n t     − 2 ( ( γ 1 R − i n t ) 2 + 2 γ 1 R − i n t ⋅ γ 2 R − i n t ) ( 1 + X R i n t 2 ) ( 1 + X R i n t ) } , (17)</p><p>Ψ O i n t ≈ { U 0 O − i n t + Ψ 0 O − i n t } + 3 N O i n t θ 2 ( k O i n t ) 2 { γ 2 O − i n t ( X O i n t ) 2 − 2 γ 1 O − i n t 3 ( 1 + X O i n t 2 ) }     + 6 N O i n t θ 3 ( k O i n t ) 4 { 4 3 ( γ 2 O − i n t ) 2 ( 1 + X O i n t 2 ) X O i n t − 2 ( ( γ 1 O − i n t ) 2     + 2 γ 1 O − i n t γ 2 O − i n t ) ( 1 + X O i n t 2 ) ( 1 + X O i n t ) } + 3 N O i n t θ [ ( β O i n t ) 2 6 K i n t 2 k O i n t γ 0 O − i n t     − ( β O i n t ) 2 6 K i n t γ 0 O − i n t ] + 3 N O i n t θ 2 { β O i n t K i n t [ 2 γ 0 O − i n t 3 K i n t 3 ( 1 + X O i n t 2 ) 1 / 2 ] }     + 3 N O i n t θ 3 { − ( β O i n t ) 2 9 K i n t 3 ( 1 + X O i n t 2 ) + ( β O i n t ) 2 9 K i n t 4 ( 1 + X O i n t ) + ( β O i n t ) 2 6 K i n t 2 k O i n t ( X O i n t − 1 ) } , (18)</p><p>where</p><p>x O s u r = ℏ ω O s u r 2 θ = ℏ k O s u r / m 2 θ ,     X O s u r = x O s u r coth x O s u r ,</p><p>x R i n t = ℏ ω R i n t 2 θ = ℏ k R i n t / m 2 θ ,     X R i n t = x R i n t coth x R i n t ,</p><p>x O i n t = ℏ ω O i n t 2 θ = ℏ k O i n t / m 2 θ ,     X O i n t = x O i n t coth x O i n t ,</p><p>The number of atoms of internal-layers, and surface-layers of thin film RO<sub>2</sub> are respectively determined as N R s u r = N R i n t = N 01 , N O s u r = N O i n t = N 02 , and N 01 / N 02 = 1 / 2 . Free energy of thin film RO<sub>2</sub> and of one atom, respectively, are given by</p><p>Ψ = 2 N 01 Ψ R s u r + 4 N 01 Ψ O s u r + 2 ( n − 3 ) N 01 Ψ O i n t + ( n − 2 ) N 01 Ψ R i n t − T S c , (19)</p><p>Ψ N = 2 3 n − 2 Ψ R s u r + 4 3 n − 2 Ψ O s u r + 2 ( n − 3 ) 3 n − 2 Ψ O int + n − 2 3 n − 2 Ψ R int − T S c N , (20)</p><p>where S c is the configurational entropy of the system; Ψ R s u r , Ψ O s u r , Ψ R i n t and Ψ O i n t are correspondingly the free energy of one R or O atom at surface-layers and internal-layers.</p><p>Using a &#175; as the average nearest-neighbor distance (NND) and b is the average thickness of two-layers and a &#175; h is the average lattice constant. Then we have</p><p>b &#175; = 2 3 a &#175; ;     a &#175; h = 2 b &#175; = 4 3 a &#175; . (21)</p><p>The average nearest-neighbor distance of thin film at a given temperature T and pressure P can be determined as</p><p>a &#175; ( P , T ) = 2 a s u r ( P , T ) + ( n − 3 ) a i n t ( P , T ) n − 1 . (22)</p><p>The thickness d of thin film can be given by</p><p>d = ( n − 1 ) b &#175; = 2 ( n − 1 ) 3 a &#175; , (23)</p><p>or d = 2 3 [ 2 a s u r ( P , T ) + ( n − 3 ) a i n t ( P , T ) ] . (24)</p><p>From Equations (21) and (23), we derived</p><p>n = 1 + 3 2 a &#175; d , (25)</p><p>and the average lattice constant of thin film RO<sub>2</sub> is</p><p>a &#175; h ( P , T ) = 4 3 . 2 a s u r ( P , T ) + ( n − 3 ) a i n t ( P , T ) n − 1 . (26)</p><p>From Equation (26), one can find that the average lattice constant of the thin film depends on the thickness d of the thin film. When the number of crystalline layers n is large enough, the thickness of the thin film reaches a certain limit, the average lattice constant approaches the value of lattice constant of the bulk material.</p><p>In above equation, a<sub>sur</sub> and a<sub>int</sub> are correspondingly the average NND between two intermediate atoms on the surface-layers, and internal-layers of thin film at a given temperature T and pressure P. These quantities can be determined as</p><p>a s u r ( P , T ) = a s u r ( P , 0 ) + C R y 0 R − s u r ( P , T ) + C O y 0 O − s u r ( P , T ) , (27)</p><p>a i n t ( P , T ) = a i n t ( P , 0 ) + C R y 0 R − i n t ( P , T ) + C O y 0 O − i n t ( P , T ) , (28)</p><p>where y 0 R − s u r ( P , T ) , y 0 O − s u r ( P , T ) , y 0 R − i n t ( P , T ) , y 0 O − i n t ( P , T ) are the average displacements of R, and O atoms from the equilibrium position in the surface-layers or internal-layers of thin film RO<sub>2</sub> at given temperature T and pressure P. The average displacements of R, and O atoms y 0 R − s u r ( P , T ) , y 0 O − s u r ( P , T ) , y 0 R − i n t ( P , T ) , y 0 O − i n t ( P , T ) have the analytic forms as [<xref ref-type="bibr" rid="scirp.88690-ref19">19</xref>] .</p><p>Substituting Equation (23) into Equation(20) we obtained the expression of the free energy per atom as follows</p><p>Ψ N = 2 1 + 3 3 2 a &#175; d Ψ R s u r + 4 1 + 3 3 2 a &#175; d Ψ O s u r + 3 2 a &#175; d − 1 1 + 3 3 2 a &#175; d Ψ R i n t     + 2 ( 3 2 a &#175; d − 2 ) 1 + 3 3 2 a &#175; d Ψ O i n t − T S c N . (29)</p><p>In the above Equations (15), (16), (17), and (18), the harmonic contributions to the Helmholtz free energies Ψ 0 R − s u r , Ψ 0 O − s u r are derived using the “Einstein” approximation. The results of Equations (15)-(18) permits us to find the free energies Ψ R s u r , Ψ O s u r at temperature T under the condition that the parameters k R , O s u r , γ 1 R , O − s u r , γ 2 R , O − s u r , γ R , O − s u r , β O s u r and K<sub>sur</sub> at temperature T<sub>0</sub> (for example T<sub>0</sub> = 0 K) are known. If the temperature T<sub>0</sub> is not far from T, then one can see that the vibration of a particle around a new equilibrium position (corresponding to T<sub>0</sub>) is harmonic. Therefore, Equations (15) and (18) can be taken only to the second term, i.e.</p><p>Ψ R s u r = U 0 R − s u r + Ψ 0 R − s u r = 3 N R s u r { 1 6 u 0 R − s u r + θ [ x R s u r + ln ( 1 − e − 2 x R s u r ) ] } , (30)</p><p>Ψ O s u r = U 0 O − s u r + Ψ 0 O − s u r = 3 N O s u r { 1 6 u 0 O − s u r + θ [ x O s u r + ln ( 1 − e − 2 x O s u r ) ] } , (31)</p><p>where</p><p>u 0 R − s u r = ∑ i φ i 0 R − s u r ( | r i | )</p><p>u 0 O − s u r = ∑ i φ i 0 O − s u r ( | r i | ) . (32)</p><p>Since pressure P is determined by</p><p>P = − ( ∂ Ψ ∂ V ) T = − a 3 V ( ∂ Ψ ∂ a ) T , (33)</p><p>from Equations (30), and (31), it is easy to take out an equation-of-states of a thin film system consists of one R surface-layer, and one oxygen next surface-layer at zero temperature T = 0 K and pressure P</p><p>P v = − a s u r { C R [ 1 6 ∂ u 0 R − s u r ∂ a s u r + ω R s u r ( 0 ) 4 k R s u r ∂ k R s u r ∂ a s u r ] + C O [ 1 6 ∂ u 0 O − s u r ∂ a s u r + ω O s u r ( 0 ) 4 k O s u r ∂ k O s u r ∂ a s u r ] } . (34)</p><p>Similar derivation can be also done for the equation-of-states of internal-layers of thin film RO<sub>2</sub>. The equation-of-states of these layer-types respectively are</p><p>P v = − a i n t { C R [ 1 6 ∂ u 0 R − i n t ∂ a i n t + ω R i n t ( 0 ) 4 k R i n t ∂ k R i n t ∂ a i n t ] + C O [ 1 6 ∂ u 0 O − i n t ∂ a i n t + ω O i n t ( 0 ) 4 k O i n t ∂ k O i n t ∂ a i n t ] } . (35)</p><p>In the above Equations (34) and (35), ω R s u r ( P , 0 ) , ω O s u r ( P , 0 ) , ω R i n t ( P , 0 ) and ω O i n t ( P , 0 ) are the vibration frequency of R (or O) atoms of surface-layers and internal-layers of thin film RO<sub>2</sub> at zero temperature (T = 0 K) and pressure P.</p><p>With the aid of the free energy formula Ψ = E − T S , we can find the thermodynamic quantities of the system. Using Equation (29), it is easy to obtain the specific heats at constant volume C<sub>V</sub> of thin film RO<sub>2</sub></p><p>C V = [ ∂ E ∂ T ] V = − T ∂ 2 Ψ ∂ T 2 = 2 1 + 3 3 2 a &#175; d C V R − s u r + 4 1 + 3 3 2 a &#175; d C V O − s u r     + 3 2 a &#175; d − 1 1 + 3 3 2 a &#175; d C V R − i n t + 2 ( 3 2 a &#175; d − 2 ) 1 + 3 3 2 a &#175; d C V O − i n t , (36)</p><p>where</p><p>C V R − s u r = − T ∂ 2 Ψ R s u r ∂ T 2 ;     C V O − s u r = − T ∂ 2 Ψ O s u r ∂ T 2 ; C V R − i n t = − T ∂ 2 Ψ R i n t ∂ T 2 ;     C V O − i n t = − T ∂ 2 Ψ O i n t ∂ T 2 . (37)</p></sec><sec id="s3"><title>3. Results and Discussion</title><p>To calculate the thermodynamic quantities of ZrO<sub>2</sub> thin film, we will use three different potentials, which include the electrostatic Coulomb interactions and two body terms to describe the short-range interactions. The two body terms arise from the electronic repulsion and attractive van der Waals forces, and they are described by a Buckingham potential form</p><p>φ i j = q i q j r + A i j exp ( − r B i j ) − C i j r 6 , (38)</p><p>where q<sub>i</sub> and q<sub>j</sub> are the charges of the i-th and the j-th ions, r is the distance between them and the parameters A<sub>ij</sub>, B<sub>ij</sub> and C<sub>ij</sub> are empirically determined by [<xref ref-type="bibr" rid="scirp.88690-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref22">22</xref>] (listed in <xref ref-type="table" rid="table1">Table 1</xref>).</p><p>Firstly, we calculate the lattice parameters of ZrO<sub>2</sub> thin films at zero temperature and 293 K (room temperature) using the three different potentials (P1, P2 and L-C potentials). One can see in Figures 2-4 that the calculated lattice parameter increases with the increasing thickness. In the case of ZrO<sub>2</sub> thin films with a thickness d increases to about 100 &#197; (or number of layers n increases to 20), the lattice parameters of ZrO<sub>2</sub> thin films are similar to those of the bulk ZrO<sub>2</sub>. The full-potential linearized augmented-plane-wave (FLAPW) ab initio calculation of Jansen [<xref ref-type="bibr" rid="scirp.88690-ref23">23</xref>] , based on the density functional theory in the local-density approximation (LDA), give a<sub>0</sub> = 5.03 &#197;, while Hartre-Fock calculations (the CRYSTAL code) give a<sub>0</sub> = 5.035 &#197; (both at zero K). The density functional theory (DFT) within the plane-wave pseudopotential (PWP) [<xref ref-type="bibr" rid="scirp.88690-ref24">24</xref>] and RIP give a<sub>0</sub> = 5.134 &#197;, and a<sub>0</sub> = 5.162 &#197;. These results and the CRYSTAL calculation [<xref ref-type="bibr" rid="scirp.88690-ref25">25</xref>] are larger than the experimental values. Our SMM calculations give a lattice parameter a<sub>0</sub> = 5.114 &#197; (using potential P1), a<sub>0</sub> = 5.081 &#197; (using P2), a<sub>0</sub> = 4.956 &#197; (using L-C potential) at zero temperature and are in best agreement with the experimental values a<sub>0</sub> = 5.086 &#197; [<xref ref-type="bibr" rid="scirp.88690-ref26">26</xref>] and FLAPW-DFT, LMTO and Hartree-Fock calculations.</p><p>The variation of the lattice parameter of ZrO<sub>2</sub> thin films as a function of pressure in the present work by SMM calculations using potentials 1, 2 and L-C potential (as presented in <xref ref-type="fig" rid="fig5">Figure 5</xref>). One can see in Figures 2-6 that the lattice parameters calculated by using potentials 1 and 2 are very similar. The small difference between the two calculations simply comes from the difference in zirconium-oxygen interaction potentials, since the ionic Coulomb contribution and the oxygen-oxygen potential are the same for potentials 1 and 2. The calculated lattice parameters of ZrO<sub>2</sub> thin film by potentials 1 and 2 are almost identical, while the L-C potential gives somewhat smaller values, shifted upwards about 2% at wider temperature range of 300 K - 2900 K and under pressure range of 0 GPa - 50 GPa.</p><p>Temperature dependence of the lattice parameters of ZrO<sub>2</sub> thin film with three potentials presented in <xref ref-type="fig" rid="fig6">Figure 6</xref> and <xref ref-type="fig" rid="fig7">Figure 7</xref>. These Figures also shows the SMM calculations of lattice constants of ZrO<sub>2</sub> thin film as an increasing function of temperature. Temperature dependence of the lattice parameters of ZrO2 thin film with different atomic layer numbers is similar for wider temperature range (see <xref ref-type="fig" rid="fig7">Figure 7</xref>). Our SMM theory predicts the lattice parameters of the cubic fluorite thin film ZrO<sub>2</sub> to increase rapidly with temperature in agreement with those measured by experiments (for bulk ZrO<sub>2</sub>) [<xref ref-type="bibr" rid="scirp.88690-ref26">26</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.88690-ref28">28</xref>] .</p><p>In <xref ref-type="fig" rid="fig8">Figure 8</xref>, we compare the SMM results of thermal expansion coefficient of ZrO<sub>2</sub> thin films with different atomic layer number (n = 5, 10, 15, 20 and 100) using potential P1 at zero pressures with the experimental results (for bulk ZrO<sub>2</sub>) [<xref ref-type="bibr" rid="scirp.88690-ref29">29</xref>] . Temperature dependence of thermal expansion coefficient and specific heats at the constant volume of ZrO<sub>2</sub> thin films with different atomic layer number are similar for wider temperature range of 300 K - 2900 K (as shown in <xref ref-type="fig" rid="fig8">Figure 8</xref> and <xref ref-type="fig" rid="fig1">Figure 1</xref>0). One can see in Figures 8-10 that when the thickness d of thin film increases to about 100 &#197; (or number of layers n increases to 20), thermal expansion coefficient and specific heats at the constant volume of ZrO<sub>2</sub> thin films approach to the value of these thermodynamic quantities of the bulk material.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> The parameters of the Buckingham potential of ZrO<sub>2</sub></title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Interactions</th><th align="center" valign="middle" >A (eV)</th><th align="center" valign="middle" >B (&#197;)</th><th align="center" valign="middle" >C (eV. &#197;<sup>6</sup>)</th><th align="center" valign="middle" ></th></tr></thead><tr><td align="center" valign="middle" >O<sup>2−</sup>-O<sup>2− </sup> Zr<sup>4+</sup>-O<sup>2− </sup></td><td align="center" valign="middle" >9547.96 1502.11</td><td align="center" valign="middle" >0.2192 0.3477</td><td align="center" valign="middle" >32.0 5.1</td><td align="center" valign="middle" >Potential 1</td></tr><tr><td align="center" valign="middle" >O<sup>2−</sup>-O<sup>2− </sup> Zr<sup>4+</sup>-O<sup>2− </sup></td><td align="center" valign="middle" >9547.96 1502.11</td><td align="center" valign="middle" >0.224 0.345</td><td align="center" valign="middle" >32.0 5.1</td><td align="center" valign="middle" >Potential 2</td></tr><tr><td align="center" valign="middle" >O<sup>2−</sup>-O<sup>2− </sup> Zr<sup>4+</sup>-O<sup>2− </sup></td><td align="center" valign="middle" >22.764 1453.8</td><td align="center" valign="middle" >0.149 0.35</td><td align="center" valign="middle" >112.2 0.0</td><td align="center" valign="middle" >L-C Potential</td></tr></tbody></table></table-wrap></sec><sec id="s4"><title>4. Conclusion</title><p>In conclusion, it should be noted that the statistical moment method permits an investigation of the temperature, pressure and thickness dependences of ZrO<sub>2</sub> thin films. The SMM calculations are performed by using Buckingham potential for ZrO<sub>2</sub> thin films. Our development is establishing and solving equation of state to get the pressure dependence of the lattice constant, and then is the derivation of the analytical expressions of pressure dependence for some thermodynamic quantities of ZrO<sub>2</sub> thin films as specific heats at the constant volume, as well as for the thermal expansion coefficient. The present formalism takes into account the higher-order anharmonic vibrational terms in the Helmholtz free energy of ZrO<sub>2</sub> (or CeO<sub>2</sub>) thin films and it enables us to derive the various thermodynamic quantities in closed analytic forms. Using the free energy formulas derived in the statistical moment method scheme, we have studied the temperature and thickness dependences of thermodynamic quantities of ZrO<sub>2</sub> thin films. In general, we have found that the lattice constant, and thermal expansion coefficient of ZrO<sub>2</sub> thin films are decreasing functions of the pressure, and increasing functions of the temperature and thickness. We have calculated thermodynamic quantities for ZrO<sub>2</sub> thin films with different thickness using potentials 1 and 2 and Lewis-Catlow potential at various pressures, and these SMM calculated thermodynamic quantities of ZrO<sub>2</sub> thin films with enough large layer number (n increases to 20) are in good agreement with the experiments of bulk ZrO<sub>2</sub>.</p></sec><sec id="s5"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s6"><title>Cite this paper</title><p>Van Hung, V., Huong, L.T.T. and Hai, D.T. (2018) Investigation of Thermodynamic Properties of Zirconia Thin Films by Statistical Moment Method. Materials Sciences and Applications, 9, 949-964. https://doi.org/10.4236/msa.2018.912068</p></sec></body><back><ref-list><title>References</title><ref id="scirp.88690-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Farah, A.J., et al. (2009) Structural and Morphological Evolution of Cerium Oxide Thin Film on Silicon Prepared by Metal-Organic Decomposition Route. Journal of nuclear and Related Technologies, 6, 183-189.</mixed-citation></ref><ref id="scirp.88690-ref2"><label>2</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Rao K.N.</surname><given-names> Shivlingappa L. and Mohan S. </given-names></name>,<etal>et al</etal>. (<year>2003</year>)<article-title>Studies on Single Layer CeO2 and SiO2 Films Deposited by Rotating Crucible Electron Beam Evaporation</article-title><source> Materials Science and Engineering: B</source><volume> 98</volume>,<fpage> 38</fpage>-<lpage>44</lpage>.<pub-id pub-id-type="doi"></pub-id></mixed-citation></ref><ref id="scirp.88690-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Gerblinger, J., Lohwasser, W., Lampe, U. and Meixner, H. (1995) High Temperature Oxygen Sensor Based on Sputtered Cerium Oxide. Sensors and Actuators B: Chemical, 26, 93-96. https://doi.org/10.1016/0925-4005(94)01564-X</mixed-citation></ref><ref id="scirp.88690-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Oh, S., Yoo, J., Lee, K., Kim, J.H. and Youm, D. (1998) Comparative Study on the Crack Formations in the CeO Buffer 2 Layers for YBCO Films on Textured Ni Tapes and Pt Tapes. Physica C: Superconductivity, 308, 91-98. https://doi.org/10.1016/S0921-4534(98)00412-2</mixed-citation></ref><ref id="scirp.88690-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Kim, C.J., Kim, H.J., Sun, J.W., Ji, B.K., Kim, H.S., Joo, J., Jun, B.H., Jung, C.H., Park, S.D., Park, H.W. and Hong, G.W. (2003) Deposition of CeO2 and NiO Buffer Layers for YBCO Coated Conductors on Biaxially Textured Ni Substrates by a MOCVD Technique. Physica C: Superconductivity, 386, 327-332. https://doi.org/10.1016/S0921-4534(02)02151-2</mixed-citation></ref><ref id="scirp.88690-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Graboy, I.E., Markov, N.V., Maleev, V.V., Kaul, A.R., Polyakov, S.N., Svetchnikov, L., Zandbergen, H.W. and Damhmen, K.H. (1997) An Improvement of Surface Smoothness and Lattice Match of CeO2 Buffer Layers on R-Sapphire Processed by MOCVD. Journal of Alloys and Compounds, 251, 318-321. https://doi.org/10.1016/S0925-8388(96)02700-4</mixed-citation></ref><ref id="scirp.88690-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Horita, T., Sakai, N., Yokokawa, H., Dokiya, M., Kawada, T., Poulsen, F.W., et al. (1996) Electrochemical Reaction on Ceria Coated Zirconia in H2-H2O Atmosphere. Proceedings of the 17th RISO International Symposium on Materials Science: High Temperature Electrochemistry: Ceramics and Metals, Roskilde, 2-6 September 1996, 281-286.</mixed-citation></ref><ref id="scirp.88690-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Frohlich, K., Souc, J., Rosova, A., Machajdik, D., Graboy, I.E., Svetchnikov, V.L., Figueras, A. and Weiss, F. (1997) Superconducting Films Prepared by Aerosol Metal Organic Chemical Vapour Deposition on Substrate with Buffer Layer. Superconductor Science and Technology, 10, 657-662. https://doi.org/10.1088/0953-2048/10/9/005</mixed-citation></ref><ref id="scirp.88690-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Takahashi, N., Koukitu, A. and Seki, H. (2001) Growth and Characterization of YBa2Cu3Ox and NdBa2Cu3Ox Superconducting Thin Films by Mist Microwave-Plasma Chemical Vapor Deposition Using a CeO2 Buffer Layer. Journal of Materials Science, 35, 1231-1238.</mixed-citation></ref><ref id="scirp.88690-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Paivasaari, J., Putkonen, M. and Niinisto, L. (2002) Cerium Dioxide Buffer Layers at Low Temperature by Atomic Layer Deposition. Journal of Materials Chemistry, 12, 1828-1832. https://doi.org/10.1039/b108333c</mixed-citation></ref><ref id="scirp.88690-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">Elidrissi, B., Addou, M., Regragui, M., Monty, C., Bougrine, A. and Kachouane, A. (2000) Structural and Optical Properties of CeO2 Thin Films Prepared by Spray Pyrolysis. Thin Solid Films, 379, 23-27. https://doi.org/10.1016/S0040-6090(00)01404-8</mixed-citation></ref><ref id="scirp.88690-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Onn, T.M., Mao, X., Lin, C., Wang, C. and Gorte, R.J. (2017) Inves-tigation of the Thermodynamic Properties of Surface Ceria and Ceria-Zirconia Solid Solution Films Prepared by Atomic Layer Deposition on Al2O3. Inorganics, 5, 69-80. https://doi.org/10.3390/inorganics5040069</mixed-citation></ref><ref id="scirp.88690-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">Hojabri, A. (2016) Structural and Optical Characterization of ZrO2 Thin Films Grown on Silicon and Quartz Substrates. Journal of Theoretical and Applied Physics, 10, 219-224. https://doi.org/10.1007/s40094-016-0218-8</mixed-citation></ref><ref id="scirp.88690-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">Sunke, V. and Suda, U. (2018) Structural and Optical Properties of Thermally Oxidized Zirconium Dioxide Films. International Letters of Chemistry, Physics and Astronomy, 77, 15-25.</mixed-citation></ref><ref id="scirp.88690-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Hung, V.V., Thanh, L.T.M. and Masuda-Jindo, K. (2010) Study of Thermodynamic Properties of Cerium Dioxide under High Pressures. Computational Materials Science, 49, 355-358. https://doi.org/10.1016/j.commatsci.2010.03.003</mixed-citation></ref><ref id="scirp.88690-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Hung, V.V. and Thanh, L.T.M. (2011) Study of Elastic Properties of CeO2 by Statistical Moment Method. Physica B, 406, 4014-4018. https://doi.org/10.1016/j.physb.2011.07.012</mixed-citation></ref><ref id="scirp.88690-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Hung, V.V., Lee, J. and Masuda-Jindo, K. (2006) Investigation of Thermodynamic Properties of Cerium Dioxide by Statistical Moment Method. Journal of Physics and Chemistry of Solids, 67, 682-689. https://doi.org/10.1016/j.jpcs.2005.09.100</mixed-citation></ref><ref id="scirp.88690-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">Hung, V.V., Hang, N.T. and Huong, L.T.T. (2012) Lattice Constant of Ceria Thin Film: Temperature Dependence. 57, 79.</mixed-citation></ref><ref id="scirp.88690-ref19"><label>19</label><mixed-citation publication-type="other" xlink:type="simple">Hung, V.V., Thanh, L.T.M. and Hai, N.T. (2006) Investigation of Thermodynamic Quantities of the Cubic Zirconia by Statistical Moment Method. Advances in Natural Sciences, 7, 21.</mixed-citation></ref><ref id="scirp.88690-ref20"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">Tang, N. and Hung, V.V. (1988) Investigation of the Thermodynamic Properties of Anharmonic Crystals by the Momentum Method. Physica Status Solidi (B), 149, 511-519. https://doi.org/10.1002/pssb.2221490212</mixed-citation></ref><ref id="scirp.88690-ref21"><label>21</label><mixed-citation publication-type="other" xlink:type="simple">Houska, J. (2016) Force Field for Realistic Molecular Dynamics Simulations of ZrO2 Growth. Computational Materials Science, 111, 209. https://doi.org/10.1016/j.commatsci.2015.09.025</mixed-citation></ref><ref id="scirp.88690-ref22"><label>22</label><mixed-citation publication-type="other" xlink:type="simple">Zacate, M.O., Minervini, L., Bradfield, D.J., Grimes, R.W. and Sickafus, K.E. (2000) Defect Cluster Formation in M2O3-Doped Cubic ZrO2. Solid State Ionics, 128, 245-254. https://doi.org/10.1016/S0167-2738(99)00348-3</mixed-citation></ref><ref id="scirp.88690-ref23"><label>23</label><mixed-citation publication-type="other" xlink:type="simple">Jansen, H.I.F. (1991) Electronic Structure of Cubic and Tetragonal Zirconia. Physical Review B, 43, 7267-7278. https://doi.org/10.1103/PhysRevB.43.7267</mixed-citation></ref><ref id="scirp.88690-ref24"><label>24</label><mixed-citation publication-type="other" xlink:type="simple">Walter, E.J., et al. (2001) First Principle Study of Carbon Monoxide Adsortion on Zirconia-Supported Copper. Surface Science, 495, 44-50. https://doi.org/10.1016/S0039-6028(01)01498-4</mixed-citation></ref><ref id="scirp.88690-ref25"><label>25</label><mixed-citation publication-type="other" xlink:type="simple">Stefanovich, E.V., Shluger, A.L. and Catlow, C.R.A. (1994) Theoretical Study of the Stabilization of Cubic-Phase ZrO2 by Impurities. Physical Review B, 49, 11560-11571. https://doi.org/10.1103/PhysRevB.49.11560</mixed-citation></ref><ref id="scirp.88690-ref26"><label>26</label><mixed-citation publication-type="other" xlink:type="simple">Aldebert, P. and Traverse, J.-P. (1985) Structure and Ionic Mobility of Zirconia at High Temperature. Journal of the American Ceramic Society, 68, 34-40. https://doi.org/10.1111/j.1151-2916.1985.tb15247.x</mixed-citation></ref><ref id="scirp.88690-ref27"><label>27</label><mixed-citation publication-type="other" xlink:type="simple">Fu, Q., Saltsburg, H. and Flytzani-Stephanopoulos, M. (2003) Active Nonmetallic Au and Pt Species on Ceria-Based Water-Gas Shift Catalysts. Science, 301, 935-938. https://doi.org/10.1126/science.1085721</mixed-citation></ref><ref id="scirp.88690-ref28"><label>28</label><mixed-citation publication-type="other" xlink:type="simple">Brinkman, H.W., Briels, W.J. and Verweij, H. (1995) Molecular Dynamics Simulation of Yttria-Stabilized Zirconia. Chemical Physics Letters, 247, 386-390. https://doi.org/10.1016/S0009-2614(95)01231-1</mixed-citation></ref><ref id="scirp.88690-ref29"><label>29</label><mixed-citation publication-type="other" xlink:type="simple">Okur, A., Yigit, R., Celik, E. and Sayman, O. (2011) Thermal Stress Analysis in ZrO2 Insulation Coatings on Cr-Ni Substrates during Cooling Process. Mathematical and Computational Applications, 16, 598-604. https://doi.org/10.3390/mca16030598</mixed-citation></ref></ref-list></back></article>