Abstract
A general approach for fitting Landau–Devonshire thermodynamic potentials directly from first principles is developed for simple displacive ferroelectric perovskite materials. As the first step, a \(\hbox {PbTiO}_3\) potential is parameterized completely from density functional theory calculations as a test case, under the only assumption that the transition between the non-polar and polar phases is of first order. The utility of this approach is assessed by comparing quantities characterizing the phase transition, dielectric and piezoelectric properties and equibiaxial strain–temperature phase diagrams with the predictions of several thermodynamic potentials parameterized from experimental data. In the second step, a similar parameterization is generated for a fictitious polar perovskite \(\hbox {SnTiO}_{3}\), enabling us to predictively evaluate an approximate ‘equibiaxial strain–temperature–spontaneous polarization’ phase diagram for its thin films.
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Notes
See also BESAC report “From Quanta to the Continuum: Opportunities for Mesoscale Science” available from http://science.energy.gov/ as well as the complete volume 40 of the MRS Bulletin from November 2015.
There is no reason why this need be the case. If the Landau polynomial is convergent, the temperature-dependent terms play a minor role near the phase transition where the polynomial becomes asymptotically accurate. At lower temperatures, however, these terms may become important. This is the case, for example, in barium titanate.
References
Laughlin RB, Pines D, Schmalian J, Stojković BP, Wolynes P (2000) The middle way. PNAS 97:32
Crabtree G, Sarrao J (2012) Opportunities for mesoscale science. MRS Bull. 37:1079
Sarrao J, Crabtree G (2015) Progress in mesoscale science. MRS Bull. 40:919
Provatas N, Elder K (2010) Phase-Field methods in materials science and engineering. Wiley, New York
Mangeri J et al (2017) Topological phase transformations and intrinsic size effects in ferroelectric nanoparticles. Nanoscale 9:1616
Mangeri J, Alpay SP, Nakhmanson S, Heinonen OG (2018) Electromechanical control of polarization vortex ordering in an interacting ferroelectric-dielectric composite dimer. Appl Phys Lett 113:092901
Pitike KC et al (2018) Metastable vortex-like polarization textures in ferroelectric nanoparticles of different shapes and sizes. J Appl Phys 124:064104
Weiss CV et al (2009) Compositionally graded ferroelectric multilayers for frequency agile tunable devices. J Mater Sci 44:5364. https://doi.org/10.1007/s10853-009-3514-8
Sun F-C, Kesim MT, Espinal Y, Alpay SP (2016) Are ferroelectric multilayers capacitors in series? J Mater Sci 51:499. https://doi.org/10.1007/s10853-015-9298-0
Misirlioglu IB, Sen C, Kesim MT, Alpay SP (2016) Low-voltage ferroelectric-paraelectric superlattices as gate materials for field-effect transistors. J Mater Sci 51:487. https://doi.org/10.1007/s10853-015-9301-9
Landau L, Lifshitz E (1959) Statistical physics. Pergamon Press, Oxford
Devonshire A (1954) Theory of ferroelectrics. Adv Phys 3:85
Strukov BA, Levanyuk AP (1998) Ferroelectric phenomena in crystals, physical foundations. Springer, Berlin
Chen L-Q (2007) Appendix A—Landau free-energy coefficients. Springer, Berlin, pp 363–372
Salje E (1990) Phase transitions in ferroelastic and co-elastic crystals. Ferroelectrics 104:111
Amin A, Haun MJ, Badger B, McKinstry H, Cross LE (1985) A phenomenological Gibbs function for the single cell region of the \(\text{ PbZrO }_{3}:\text{ PbTiO }_{3}\) solid solution system. Ferroelectrics 65:107
Rossetti GA Jr, Cline JP, Navrotsky A (1998) Phase transition energetics and thermodynamic properties of ferroelectric \(\text{ PbTiO }_3\). J Mater Res 13:3197
Rossetti GA Jr, Maffei N (2005) Specificheat study and Landau analysis of the phase transition in\(\text{ PbTiO }_3\) single crystals. J Phys Condens Matter 17:3953
Haun MJ, Furman E, Jang SJ, McKinstry HA, Cross LE (1987) Thermodynamic theory of \(\text{ PbTiO }_3\). J Appl Phys 62:3331
Heitmann AA, Rossetti GA Jr (2014) Thermodynamics of ferroelectric solid solutions with morphotropic phase boundaries. J Am Ceram Soc 97:1661
Li YL, Hu SY, Liu ZK, Chen LQ (2001) Phase-field model of domain structures in ferroelectric thin films. Appl Phys Lett 78:3878
Li Y, Hu S, Liu Z, Chen L (2002) Effect of substrate constraint on the stability and evolution of ferroelectric domain structures in thin films. Acta Mater 50:395
Wang J, Shi S-Q, Chen L-Q, Li Y, Zhang T-Y (2004) Phase-field simulations of ferroelectric/ferroelastic polarization switching. Acta Mater 52:749
Hong L, Soh A (2011) Unique vortex and stripe domain structures in \(\text{ PbTiO }_3\) epitaxial nanodots. Mech Mater 43:342
Marton P, Klíč A, Paściak M, Hlinka J (2017) First-principles-based Landau–Devonshire potential for \(\text{ BiFeO }_3\). Phys Revs B 96:174110
Hlinka J, Petzelt J, Kamba S, Noujni D, Ostapchuk T (2006) Infrared dielectric response of relaxor ferroelectrics. Phase Transit 79:41
Nakhmanson SM, Naumov I (2010) Goldstone-like states in a layered perovskite with frustrated polarization: A first-principles investigation of \(\text{ PbSr }_{2}\text{ Ti }_{2}\text{ O }_{7}\). Phys Rev Lett 104:097601
Mangeri J, Pitike KC, Alpay SP, Nakhmanson S (2016) Amplitudon and phason modes of electrocaloric energy interconversion. npj Comput Mater 2:16020
Zhang J, Heitmann AA, Alpay SP, Rossetti GA (2009) Electrothermal properties of perovskite ferroelectric films. J Mater Sci 44:5263. https://doi.org/10.1007/s10853-009-3559-8
Epstein RI, Malloy KJ (2009) Electrocaloric devices based on thin-film heat switches. J Appl Phys 106:064509
Alpay SP, Mantese J, Trolier-McKinstry S, Zhang Q, Whatmore RW (2014) Next-generation electrocaloric and pyroelectric materials for solid-state electrothermal energy interconversion. Mater Res Bull 39:1099
Khassaf H, Patel T, Alpay SP (2017) Combined intrinsic elastocaloric and electrocaloric properties of ferroelectrics. J Appl Phys 121:144102
Matar S, Baraille I, Subramanian M (2009) First principles studies of \(\text{ SnTiO }_3\) perovskite as potential environmentally benign ferroelectric material. Chem Phys 355:43
Fix T, Sahonta S-L, Garcia V, MacManus-Driscoll JL, Blamire MG (2011) Structural and dielectric properties of \(\text{ SnTiO }_3\), a putative ferroelectric. Cryst Growth Des 11:1422
Parker WD, Rondinelli JM, Nakhmanson SM (2011) First-principles study of misfit strain-stabilized ferroelectric \(\text{ SnTiO }_3\). Phys Rev B 84:245126
Pitike KC, Parker WD, Louis L, Nakhmanson SM (2015) First-principles studies of lone-pair-induced distortions in epitaxial phases of perovskite \(\text{ SnTiO }_{3}\) and \(\text{ PbTiO }_{3}\). Phys Rev B 91:035112
Chang S et al (2016) Atomic layer deposition of environmentally benign \(\text{ SnTiO }_x\) as a potential ferroelectric material. J Vac Sci Technol A 34:01A119
Wang T et al (2016) Chemistry, growth kinetics, and epitaxial stabilization of \(\text{ Sn }^{2+}\) in Sn-doped \(\text{ SrTiO }_3\) using \((\text{ CH }_3)_{6}\text{ Sn }_2\) tin precursor. APL Mater 4:126111
Agarwal R et al (2018) Room-temperature relaxor ferroelectricity and photovoltaic effects in tin titanate directly deposited on a silicon substrate. Phys Rev B 97:054109
Cao W (1994) Polarization gradient coefficients and the dispersion surface of the soft mode in perovskite ferroelectrics. J Phys Soc Jpn 63:1156
Hlinka J, Marton P (2006) Phenomenological model of a \(90^\circ \) domain wall in \(\text{ BaTiO }_3\)-type ferroelectrics. Phys Rev B 74:104104
Pertsev NA, Zembilgotov AG, Tagantsev AK (1998) Effect of mechanical boundary conditions on phase diagrams of epitaxial ferroelectric thin films. Phys Rev Lett 80:1988
Nye J (1985) Physical properties of crystals: their representation by tensors and matrices. Oxford Science Publications, Clarendon Press
Kresse G, Furthmüller J (1996) Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set. Comput Mater Sci 6:15
Kresse G, Furthmüller J (1996) Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys Rev B 54:11169
Giannozzi P et al (2009) QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials. J Phys Condens Matter 21:395502
Perdew JP, Zunger A (1981) Self-interaction correction to density-functional approximations for many-electron systems. Phys Rev B 23:5048
Blöchl PE (1994) Projector augmented-wave method. Phys Rev B 50:17953
Kresse G, Joubert D (1999) From ultrasoft pseudopotentials to the projector augmented-wave method. Phys Rev B 59:1758
Vanderbilt D (1990) Soft self-consistent pseudopotentials in a generalized eigenvalue formalism. Phys Rev B 41:7892
Monkhorst HJ, Pack JD (1976) Special points for Brillouin-zone integrations. Phys Rev B 13:5188
Baroni S, de Gironcoli S, Dal Corso A, Giannozzi P (2001) Phonons and related crystal properties from density-functional perturbation theory. Rev Mod Phys 73:515
Gajdoš M, Hummer K, Kresse G, Furthmüller J, Bechstedt F (2006) Linear optical properties in the projector-augmented wave methodology. Phys Rev B 73:045112
Baroni S, Resta R (1986) Ab initio calculation of the macroscopic dielectric constant in silicon. Phys Rev B 33:7017
Nakhmanson SM, Rabe KM, Vanderbilt D (2005) Polarization enhancement in two- and three-component ferroelectric superlattices. Appl Phys Lett 87:102906
King-Smith RD, Vanderbilt D (1993) Theory of polarization of crystalline solids. Phys Rev B 47:1651
Resta R (1994) Macroscopic polarization in crystalline dielectrics: the geometric phase approach. Rev Mod Phys 66:899
Yuk SF et al (2017) Towards an accurate description of perovskite ferroelectrics: exchange and correlation effects. Sci Rep 7:43482
Perdew JP et al (1992) Atoms, molecules, solids, and surfaces: applications of the generalized gradient approximation for exchange and correlation. Phys Rev B 46:6671
Perdew JP, Burke K, Ernzerhof M (1996) Generalized gradient approximation made simple. Phys Rev Lett 77:3865
Perdew JP et al (2008) Restoring the density-gradient expansion for exchange in solids and surfaces. Phys Rev Lett 100:136406
Dion M, Rydberg H, Schröder E, Langreth DC, Lundqvist BI (2004) Van der Waals density functional for general geometries. Phys Rev Lett 92:246401
Thonhauser T et al (2007) Van der Waals density functional: self-consistent potential and the nature of the van der Waals bond. Phys Rev B 76:125112
Cooper VR (2010) Van der Waals density functional: an appropriate exchange functional. Phys Rev B 81:161104
Bilc DI et al (2008) Hybrid exchange-correlation functional for accurate prediction of the electronic and structural properties of ferroelectric oxides. Phys Rev B 77:165107
Sepliarsky M, Phillpot SR, Wolf D, Stachiotti MG, Migoni RL (2000) Atomic-level simulation of ferroelectricity in perovskite solid solutions. Appl Phys Lett 76:3986
Sepliarsky M, Wu Z, Asthagiri A, Cohen RE (2004) Atomistic model potential for \(\text{ PbTiO }_3\) and PMN by fitting first principles results. Ferroelectrics 301:55
Sepliarsky M, Asthagiri A, Phillpot S, Stachiotti M, Migoni R (2005) Atomic-level simulation of ferroelectricity in oxide materials. Curr Opin Solid State Mater Sci 9:107
Sepliarsky M, Cohen RE (2011) First-principles based atomistic modeling of phase stability in PMN-\(x\)PT. J Phys Condens Matter 23:435902
Gindele O, Kimmel A, Cain MG, Duffy D (2015) Shell model force field for lead zirconate titanate \(\text{ Pb }(\text{ Zr }_{{\rm 1x}}\text{ Ti }_{{\rm x}})\text{ O }_{3}\). J Phys Chem C 119:17784
Cao W (2008) Constructing Landau–Ginzburg–Devonshire type models for ferroelectric systems based on symmetry. Ferroelectrics 375:28
Zheludev I, Shuvalov L (1956) Ferroelectric phase transitions and symmetry of crystals. Kristallografiya 1:681
Vanderbilt D, Cohen MH (2001) Monoclinic and triclinic phases in higher-order Devonshire theory. Phys Rev B 63:094108
Rignanese G-M, Gonze X, Pasquarello A (2001) First-principles study of structural, electronic, dynamical, and dielectric properties of zircon. Phys Rev B 63:104305
Rignanese G-M, Detraux F, Gonze X, Pasquarello A (2001) First-principles study of dynamical and dielectric properties of tetragonal zirconia. Phys Rev B 64:134301
Zhao X, Vanderbilt D (2002) Phonons and lattice dielectric properties of zirconia. Phys Rev B 65:075105
Fennie CJ, Rabe KM (2003) Structural and dielectric properties of \(\text{ Sr }_2\text{ TiO }_{4}\) from first principles. Phys Rev B 68:184111
Liu Z, Mei Z, Wang Y, Shang S (2012) Nature of ferroelectric-paraelectric transition. Philos Mag Lett 92:399
Pedregosa F et al (2011) Scikit-learn: machine learning in python. J Mach Learn Res 12:2825
Shirane G, Jona F (1962) Ferroelectric crystals. Pergamon Press, Oxford
Nishimatsu T, Iwamoto M, Kawazoe Y, Waghmare UV (2010) First-principles accurate total energy surfaces for polar structural distortions of \(\text{ BaTiO }_3\), \(\text{ PbTiO }_3\), and \(\text{ SrTiO }_3\) : Consequences for structural transition temperatures. Phys Rev B 82:134106
Le Page Y, Saxe P (2002) Symmetry-general least-squares extraction of elastic data for strained materials from ab initio calculations of stress. Phys Rev B 65:104104
Piskunov S, Heifets E, Eglitis RI, Borstel G (2004) Bulk properties and electronic structure of \(\text{ SrTiO }_3\), \(\text{ BaTiO }_3\), \(\text{ PbTiO }_3\) perovskites: an ab initio HF/DFT study. Comput Mater Sci 29:165
Taib MFM, Yaakob MK, Hassan OH, Yahya MZA (2013) Structural, electronic, and lattice dynamics of \(\text{ PbTiO }_{3}\), \(\text{ SnTiO }_{3}\), and \(\text{ SnZrO }_{3}\): a comparative first-principles study. Integr Ferroelectr 142:119
Jiang Z et al (2016) Electrostriction coefficient of ferroelectric materials from ab initio computation. AIP Adv 6:065122
Samara GA (1971) Pressure and temperature dependence of the dielectric properties and phase transitions of the ferroelectric perovskites: \(\text{ PbTiO }_3\) and \(\text{ BaTiO }_3\). Ferroelectrics 2:277
Wójcik K (1989) Electrical properties of \(\text{ PbTiO }_3\) single crystals doped with lanthanum. Ferroelectrics 99:5
Bhide V, Deshmukh K, Hegde M (1962) Ferroelectric properties of \(\text{ PbTiO }_3\). Physica 28:871
Bhide VG, Hegde MS, Deshmukh KG (1968) Ferroelectric properties of lead titanate. J Am Ceram Soc 51:565
Shirasaki S-I (1971) Defect lead titanates with diverse curie temperatures. Solid State Commun 9:1217
Shirane G, Hoshino S (1951) On the phase transition in lead titanate. J Phys Soc Jpn 6:265
Amin A, Cross LE, Newnham RE (1981) Calorimetric and phenomenological studies of the \(\text{ PbZrO }_{3}:\text{ PbTiO }_{3}\) system. Ferroelectrics 37:647
Remeika J, Glass A (1970) The growth and ferroelectric properties of high resistivity single crystals of lead titanate. Mater Res Bull 5:37
Chen L-Q (2008) Phase-field method of phase transitions/domain structures in ferroelectric thin films: a review. J Am Ceram Soc 91:1835. https://doi.org/10.1111/j.1551-2916.2008.02413.x
Janolin P-E (2009) Strain on ferroelectric thin films. J Mater Sci 44:5025. https://doi.org/10.1007/s10853-009-3553-1
Sun F, Khassaf H, Alpay SP (2014) Strain engineering of piezoelectric properties of strontium titanate thin films. J Mater Sci 49:5978. https://doi.org/10.1007/s10853-014-8316-y
Reznitskii LA, Guzei AS (1978) Thermodynamic properties of alkaline earth titanates, zirconates, and hafnates. Russ Chem Rev 47:99
Wood EA (1951) Evidence for the noncubic high temperature phase of \(\text{ BaTiO }_3\). J Chem Phys 19:976
Yamada T, Kitayama T (1981) Ferroelectric properties of vinylidene fluoride-trifluoroethylene copolymers. J Appl Phys 52:6859
Lovinger AJ (1983) Ferroelectric polymers. Science 220:1115
Nalwa H (1995) Ferroelectric polymers: chemistry: physics, and applications, plastics engineering. Marcel Dekker Inc., New York
Wang F, Landau D (2001) Efficient, multiple-range random walk algorithm to calculate the density of states. Phys Rev Lett 86:2050
Wang F, Landau D (2001) Determining the density of states for classical statistical models: a random walk algorithm to produce a flat histogram. Phys Rev E 64:056101
Landau DP, Tsai S-H, Exler M (2004) A new approach to Monte Carlo simulations in statistical physics: Wang-Landau sampling. Am J Phys 72:1294
Bin-Omran S, Kornev IA, Bellaiche L (2016) Wang-Landau Monte Carlo formalism applied to ferroelectrics. Phys Rev B 93:014104
Tibshirani R (1996) Regression shrinkage and selection via the lasso. J R Stat Soc B 58:267
Acknowledgements
The authors acknowledge partial support from the National Science Foundation (DMR 1309114). KCP is grateful to Neha Gadigi for help with coding and to S. Pamir Alpay, and Valentino R. Cooper for useful discussions.
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Pitike, K.C., Khakpash, N., Mangeri, J. et al. Landau–Devonshire thermodynamic potentials for displacive perovskite ferroelectrics from first principles. J Mater Sci 54, 8381–8400 (2019). https://doi.org/10.1007/s10853-019-03439-2
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DOI: https://doi.org/10.1007/s10853-019-03439-2