The thermodynamic scale of inorganic crystalline metastability

Data-mining the stability of 29,902 material phases reveals the thermodynamic landscape of inorganic crystalline metastability. The space of metastable materials offers promising new design opportunities for next-generation technological materials, such as complex oxides, semiconductors, pharmaceuticals, steels, and beyond. Although metastable phases are ubiquitous in both nature and technology, only a heuristic understanding of their underlying thermodynamics exists. We report a large-scale data-mining study of the Materials Project, a high-throughput database of density functional theory–calculated energetics of Inorganic Crystal Structure Database structures, to explicitly quantify the thermodynamic scale of metastability for 29,902 observed inorganic crystalline phases. We reveal the influence of chemistry and composition on the accessible thermodynamic range of crystalline metastability for polymorphic and phase-separating compounds, yielding new physical insights that can guide the design of novel metastable materials. We further assert that not all low-energy metastable compounds can necessarily be synthesized, and propose a principle of ‘remnant metastability’—that observable metastable crystalline phases are generally remnants of thermodynamic conditions where they were once the lowest free-energy phase.

[1]  L. Mawst,et al.  Growth far from equilibrium: Examples from III-V semiconductors , 2016 .

[2]  J. Neilson,et al.  Circumventing Diffusion in Kinetically Controlled Solid-State Metathesis Reactions. , 2016, Journal of the American Chemical Society.

[3]  Radha Shivaramaiah,et al.  Direct calorimetric verification of thermodynamic instability of lead halide hybrid perovskites , 2016, Proceedings of the National Academy of Sciences.

[4]  C. Tasan,et al.  Metastable high-entropy dual-phase alloys overcome the strength–ductility trade-off , 2016, Nature.

[5]  A. Navrotsky Energetics at the nanoscale: Impacts for geochemistry, the environment, and materials , 2016 .

[6]  Muratahan Aykol,et al.  The Open Quantum Materials Database (OQMD): assessing the accuracy of DFT formation energies , 2015 .

[7]  Wei Chen,et al.  FireWorks: a dynamic workflow system designed for high‐throughput applications , 2015, Concurr. Comput. Pract. Exp..

[8]  V. Stevanović Sampling Polymorphs of Ionic Solids using Random Superlattices. , 2015, Physical review letters.

[9]  G. Day,et al.  Static and lattice vibrational energy differences between polymorphs , 2015 .

[10]  I. Tanaka,et al.  First principles phonon calculations in materials science , 2015, 1506.08498.

[11]  Paul F. Ndione,et al.  Design of Semiconducting Tetrahedral Mn 1 − x Zn x O Alloys and Their Application to Solar Water Splitting , 2015 .

[12]  N. Pryds,et al.  Enhancement of the chemical stability in confined δ-Bi2O3. , 2015, Nature materials.

[13]  Stefan Goedecker,et al.  Identification of Novel Cu, Ag, and Au Ternary Oxides from Global Structural Prediction , 2015, 1503.07327.

[14]  Wei Chen,et al.  Nucleation of metastable aragonite CaCO3 in seawater , 2015, Proceedings of the National Academy of Sciences.

[15]  Anubhav Jain,et al.  The Materials Application Programming Interface (API): A simple, flexible and efficient API for materials data based on REpresentational State Transfer (REST) principles , 2015 .

[16]  S. Aloni,et al.  In situ TEM imaging of CaCO3 nucleation reveals coexistence of direct and indirect pathways , 2014, Science.

[17]  David S. Ginley,et al.  Thin film synthesis and properties of copper nitride, a metastable semiconductor , 2014 .

[18]  Muratahan Aykol,et al.  Materials Design and Discovery with High-Throughput Density Functional Theory: The Open Quantum Materials Database (OQMD) , 2013 .

[19]  S. Price Why don't we find more polymorphs? , 2013, Acta crystallographica Section B, Structural science, crystal engineering and materials.

[20]  Kristin A. Persson,et al.  Commentary: The Materials Project: A materials genome approach to accelerating materials innovation , 2013 .

[21]  Liping Yu,et al.  Theoretical prediction and experimental realization of new stable inorganic materials using the inverse design approach. , 2013, Journal of the American Chemical Society.

[22]  Marco Buongiorno Nardelli,et al.  The high-throughput highway to computational materials design. , 2013, Nature materials.

[23]  M. Kanatzidis,et al.  Nanoscale stabilization of new phases in the PbTe-Sb2Te3 system: Pb(m)Sb(2n)Te(m+3n) nanocrystals. , 2013, Journal of the American Chemical Society.

[24]  Anubhav Jain,et al.  Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis , 2012 .

[25]  Marco Buongiorno Nardelli,et al.  AFLOWLIB.ORG: A distributed materials properties repository from high-throughput ab initio calculations , 2012 .

[26]  Anubhav Jain,et al.  Accuracy of density functional theory in predicting formation energies of ternary oxides from binary oxides and its implication on phase stability , 2012 .

[27]  Vladan Stevanović,et al.  Correcting Density Functional Theory for Accurate Predictions of Compound Enthalpies of Formation:Fitted elemental-phase Reference Energies (FERE) , 2012 .

[28]  J. C. Schön,et al.  A universal representation of the states of chemical matter including metastable configurations in phase diagrams. , 2012, Angewandte Chemie.

[29]  Anubhav Jain,et al.  Formation enthalpies by mixing GGA and GGA + U calculations , 2011 .

[30]  Anubhav Jain,et al.  A high-throughput infrastructure for density functional theory calculations , 2011 .

[31]  Anubhav Jain,et al.  Data mined ionic substitutions for the discovery of new compounds. , 2011, Inorganic chemistry.

[32]  F. Illas,et al.  Apparent scarcity of low-density polymorphs of inorganic solids. , 2010, Physical review letters.

[33]  A. Oganov,et al.  How to quantify energy landscapes of solids. , 2009, The Journal of chemical physics.

[34]  Lei Wang,et al.  Li−Fe−P−O2 Phase Diagram from First Principles Calculations , 2008 .

[35]  Gilles Patriarche,et al.  Why does wurtzite form in nanowires of III-V zinc blende semiconductors? , 2007, Physical review letters.

[36]  Gerbrand Ceder,et al.  A First-Principles Approach to Studying the Thermal Stability of Oxide Cathode Materials , 2007 .

[37]  Gerbrand Ceder,et al.  Oxidation energies of transition metal oxides within the GGA+U framework , 2006 .

[38]  L. Curtiss,et al.  Prediction of TiO2 nanoparticle phase and shape transitions controlled by surface chemistry. , 2005, Nano letters.

[39]  A. Navrotsky Energetic clues to pathways to biomineralization: precursors, clusters, and nanoparticles. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[40]  Yi Wang,et al.  Ab initio lattice stability in comparison with CALPHAD lattice stability , 2004 .

[41]  R. Alberty USE OF LEGENDRE TRANSFORMS IN CHEMICAL THERMODYNAMICS , 2002 .

[42]  Martin Jansen,et al.  A concept for synthesis planning in solid-state chemistry. , 2002, Angewandte Chemie.

[43]  Joel Bernstein,et al.  Polymorphism in Molecular Crystals , 2002 .

[44]  P. Luksch,et al.  New developments in the Inorganic Crystal Structure Database (ICSD): accessibility in support of materials research and design. , 2002, Acta crystallographica. Section B, Structural science.

[45]  M. Jansen,et al.  Synthesis and structure of Na3N. , 2002, Angewandte Chemie.

[46]  R. Alberty Use of Legendre transforms in chemical thermodynamics (IUPAC Technical Report) , 2001 .

[47]  F. Disalvo,et al.  Recent developments in nitride chemistry , 1998 .

[48]  Burke,et al.  Generalized Gradient Approximation Made Simple. , 1996, Physical review letters.

[49]  Kresse,et al.  Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. , 1996, Physical review. B, Condensed matter.

[50]  A. Sclafani,et al.  Comparison of the Photoelectronic and Photocatalytic Activities of Various Anatase and Rutile Forms of Titania in Pure Liquid Organic Phases and in Aqueous Solutions , 1996 .

[51]  G. Kresse,et al.  Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set , 1996 .

[52]  J. Gopalakrishnan Chimie Douce Approaches to the Synthesis of Metastable Oxide Materials , 1995 .

[53]  T. Mallouk,et al.  Turning Down the Heat: Design and Mechanism in Solid-State Synthesis , 1993, Science.

[54]  Raul F. Lobo,et al.  Zeolite and molecular sieve synthesis , 1992 .

[55]  V. Anisimov,et al.  Band theory and Mott insulators: Hubbard U instead of Stoner I. , 1991, Physical review. B, Condensed matter.

[56]  Isamu Akasaki,et al.  Stimulated Emission Near Ultraviolet at Room Temperature from a GaN Film Grown on Sapphire by MOVPE Using an AlN Buffer Layer , 1990 .

[57]  L. Pauling THE PRINCIPLES DETERMINING THE STRUCTURE OF COMPLEX IONIC CRYSTALS , 1929 .

[58]  W. Ostwald Studien über die Bildung und Umwandlung fester Körper , 1897 .

[59]  J. Gibbs On the equilibrium of heterogeneous substances , 1878, American Journal of Science and Arts.

[60]  J. Bernstein,et al.  Conformational polymorphism. , 2014, Chemical reviews.

[61]  Kristin A. Persson,et al.  First principles high throughput screening of oxynitrides for water-splitting photocatalysts , 2013 .

[62]  AgY AgTi,et al.  Accuracy of ab initio methods in predicting the crystal structures of metals : review of 80 binary alloys , 2008 .

[63]  D. Gregory Structural families in nitride chemistry , 1999 .

[64]  A. Zunger,et al.  Theory of Systematic Absence of NaCl-Type ( β-Sn-Type) High Pressure Phases in Covalent (Ionic) Semiconductors , 1999 .