37 research outputs found

    Tungsten-niobium oxide bronzes: a bulk and surface structural study

    Get PDF
    [EN] Materials from the WO3-Nb2O5 system, presenting bronze-type crystal structures, display outstanding functional properties for several applications as thermoelectric materials, lithium-ion battery electrodes, or catalysts. In this work, a series of W-Nb-O oxide bronzes have been synthesized by the hydrothermal method (with Nb/(W + Nb) ratios in the range of 0-1). A combination of bulk and surface characterisation techniques has been applied to get further insights into: (i) the effect of thermal treatments on as-prepared materials and (ii) the surface chemical nature of W-Nb-O oxide bronzes. Thermal treatments promote the following structural changes: (i) loss of emerging long-range order and (ii) the elimination of NH4+ and H2O species from the structural channels of the as-synthesized materials. It has been observed that W-Nb-O bronzes with Nb at% of ca. 50% are able to retain a long-range order after heat-treatments, which is attributed to the presence of a Cs-0.5[W2.5Nb2.5O14]-type structure. Increasing amounts of Nb 5T in the materials (i) promote a phase transition to pseudocrystalline phases ordered along the c-axis; (ii) stabilize surface W s. species (elucidated by XPS); and (iii) increase the proportion of surface Lewis acid sites (as determined by the FTIR of adsorbed CO). Results suggest that pseudocrystalline oxides (with a Nb at% >= 50%) are closely related to NbO2 pentagonal bipyramid-containing structures. The stabilisation of Lewis acid sites on these pseudocrystalline materials leads to a higher yield of heavy compounds, at the expense of acrolein formation, in the gas-phase dehydration of glycerol.The authors would like to acknowledge the Ministerio de Ciencia, Innovacion y Universidades in Spain for the financial support (RTI2018-099668-B-C21 and SEV-2016-0683 projects), and the Electron Microscopy Service at Universitat Politecnica de Valencia for providing facilities and technical support. D. D. also thanks Severo Ochoa Excellence Program for his fellowship (SVP-2014-068669).Delgado-Muñoz, D.; Concepción Heydorn, P.; Trunschke, A.; López Nieto, JM. (2020). Tungsten-niobium oxide bronzes: a bulk and surface structural study. Dalton Transactions. 49(38):13282-13293. https://doi.org/10.1039/d0dt02058cS13282132934938D. J. M. Bevan and P.Hagenmuller , Non-Stoichiometric Compounds , Pergamon , 1973Quan, H., Gao, Y., & Wang, W. (2020). Tungsten oxide-based visible light-driven photocatalysts: crystal and electronic structures and strategies for photocatalytic efficiency enhancement. Inorganic Chemistry Frontiers, 7(4), 817-838. doi:10.1039/c9qi01516gWu, C.-M., Naseem, S., Chou, M.-H., Wang, J.-H., & Jian, Y.-Q. (2019). Recent Advances in Tungsten-Oxide-Based Materials and Their Applications. Frontiers in Materials, 6. doi:10.3389/fmats.2019.00049P. G. Dickens and M. F.Pye , in Intercalation Chemistry , ed. M. S. Whittingham and A. J. Jacobson , Academic Press , 1982 , pp. 539–561Tilley, R. J. D. (1995). The crystal chemistry of the higher tungsten oxides. International Journal of Refractory Metals and Hard Materials, 13(1-3), 93-109. doi:10.1016/0263-4368(95)00004-6CHEETHAM, A. K., & VON DREELE, R. B. (1973). Cation Distributions in Niobium Oxide Block Structures. Nature Physical Science, 244(139), 139-140. doi:10.1038/physci244139a0Obayashi, H., & Anderson, J. S. (1976). Intermediate phases and pseudophases in the system WO3Nb2O5: Tetragonal tungsten bronze phases. Journal of Solid State Chemistry, 17(1-2), 79-89. doi:10.1016/0022-4596(76)90205-xMAGNÉLI, A. (1950). Structure of β-Tungsten Oxide. Nature, 165(4192), 356-357. doi:10.1038/165356b0M. Greenblatt , in Physics and Chemistry of Low-Dimensional Inorganic Conductors , ed. C. Schlenker , J. Dumas , M. Greenblatt and S. van Smaalen , Springer US , Boston, MA , 1996 , vol. 2 , pp. 15–43Chen, J., Wang, H., Deng, J., Xu, C., & Wang, Y. (2018). Low-crystalline tungsten trioxide anode with superior electrochemical performance for flexible solid-state asymmetry supercapacitor. Journal of Materials Chemistry A, 6(19), 8986-8991. doi:10.1039/c8ta01323cGarcía-González, E., Soriano, M. D., Urones-Garrote, E., & López Nieto, J. M. (2014). On the origin of the spontaneous formation of nanocavities in hexagonal bronzes (W,V)O3. Dalton Trans., 43(39), 14644-14652. doi:10.1039/c4dt01465kSoriano, M. D., Concepción, P., Nieto, J. M. L., Cavani, F., Guidetti, S., & Trevisanut, C. (2011). Tungsten-Vanadium mixed oxides for the oxidehydration of glycerol into acrylic acid. Green Chemistry, 13(10), 2954. doi:10.1039/c1gc15622eMurayama, T., Kuramata, N., Takatama, S., Nakatani, K., Izumi, S., Yi, X., & Ueda, W. (2012). Synthesis of porous and acidic complex metal oxide catalyst based on group 5 and 6 elements. Catalysis Today, 185(1), 224-229. doi:10.1016/j.cattod.2011.10.029Omata, K., Izumi, S., Murayama, T., & Ueda, W. (2013). Hydrothermal synthesis of W–Nb complex metal oxides and their application to catalytic dehydration of glycerol to acrolein. Catalysis Today, 201, 7-11. doi:10.1016/j.cattod.2012.06.004Thibodeau, T. J., Canney, A. S., DeSisto, W. J., Wheeler, M. C., Amar, F. G., & Frederick, B. G. (2010). Composition of tungsten oxide bronzes active for hydrodeoxygenation. Applied Catalysis A: General, 388(1-2), 86-95. doi:10.1016/j.apcata.2010.08.025M. J. Sienko , in Nonstoichiometric Compounds, Advances in Chemistry , ed. R. Ward , American Chemical Society , 1963 , vol. 39 , ch. 21, pp. 224–236Yang, C., Chen, J.-F., Zeng, X., Cheng, D., & Cao, D. (2014). Design of the Alkali-Metal-Doped WO3 as a Near-Infrared Shielding Material for Smart Window. Industrial & Engineering Chemistry Research, 53(46), 17981-17988. doi:10.1021/ie503284xMigas, D. B., Shaposhnikov, V. L., Rodin, V. N., & Borisenko, V. E. (2010). Tungsten oxides. I. Effects of oxygen vacancies and doping on electronic and optical properties of different phases of WO3. Journal of Applied Physics, 108(9), 093713. doi:10.1063/1.3505688Ostertag, W., & Collins, C. V. (1967). Electrical resistivity of cubic rare earth, thorium and uranium tungsten bronzes. Materials Research Bulletin, 2(2), 217-221. doi:10.1016/0025-5408(67)90060-8Ostertag, W. (1966). Rare Earth Tungsten Bronzes. Inorganic Chemistry, 5(5), 758-760. doi:10.1021/ic50039a014Von Rohr, F. O., Ryser, A., Ji, H., Stolze, K., Tao, J., Frick, J. J., … Cava, R. J. (2019). The h ‐Sb x WO 3+2 x Oxygen Excess Antimony Tungsten Bronze. Chemistry – A European Journal, 25(8), 2082-2088. doi:10.1002/chem.201805251Cerretti, G., Schrade, M., Song, X., Balke, B., Lu, H., Weidner, T., … Tremel, W. (2017). Thermal stability and enhanced thermoelectric properties of the tetragonal tungsten bronzes Nb8−xW9+xO47 (0 < x < 5). Journal of Materials Chemistry A, 5(20), 9768-9774. doi:10.1039/c7ta01121kGriffith, K. J., Wiaderek, K. M., Cibin, G., Marbella, L. E., & Grey, C. P. (2018). Niobium tungsten oxides for high-rate lithium-ion energy storage. Nature, 559(7715), 556-563. doi:10.1038/s41586-018-0347-0Okumura, K., Tomiyama, T., Shirakawa, S., Ishida, S., Sanada, T., Arao, M., & Niwa, M. (2011). Hydrothermal synthesis and catalysis of Nb2O5–WOxnanofiber crystal. J. Mater. Chem., 21(1), 229-235. doi:10.1039/c0jm02882gDelgado, D., Fernández-Arroyo, A., Domine, M. E., García-González, E., & López Nieto, J. M. (2019). W–Nb–O oxides with tunable acid properties as efficient catalysts for the transformation of biomass-derived oxygenates in aqueous systems. Catalysis Science & Technology, 9(12), 3126-3136. doi:10.1039/c9cy00367cSaha, D., Jensen, K. M. Ø., Tyrsted, C., Bøjesen, E. D., Mamakhel, A. H., Dippel, A.-C., … Iversen, B. B. (2014). In Situ Total X-Ray Scattering Study of WO3Nanoparticle Formation under Hydrothermal Conditions. Angewandte Chemie International Edition, 53(14), 3667-3670. doi:10.1002/anie.201311254Juelsholt, M., Lindahl Christiansen, T., & Jensen, K. M. Ø. (2019). Mechanisms for Tungsten Oxide Nanoparticle Formation in Solvothermal Synthesis: From Polyoxometalates to Crystalline Materials. The Journal of Physical Chemistry C, 123(8), 5110-5119. doi:10.1021/acs.jpcc.8b12395Murayama, T., Kuramata, N., & Ueda, W. (2016). Hydrothermal synthesis of W–Ta–O complex metal oxides by assembling MO6 (M = W or Ta) octahedra and creation of solid acid. Journal of Catalysis, 339, 143-152. doi:10.1016/j.jcat.2016.04.007Murayama, T., Nakajima, K., Hirata, J., Omata, K., Hensen, E. J. M., & Ueda, W. (2017). Hydrothermal synthesis of a layered-type W–Ti–O mixed metal oxide and its solid acid activity. Catalysis Science & Technology, 7(1), 243-250. doi:10.1039/c6cy02198kDelgado, D., Soriano, M. D., Solsona, B., Zamora, S., Agouram, S., Concepción, P., & López Nieto, J. M. (2019). Tungsten-titanium mixed oxide bronzes: Synthesis, characterization and catalytic behavior in methanol transformation. Applied Catalysis A: General, 582, 117092. doi:10.1016/j.apcata.2019.05.026Delgado, D., Chieregato, A., Soriano, M. D., Rodríguez-Aguado, E., Ruiz-Rodríguez, L., Rodríguez-Castellón, E., & López Nieto, J. M. (2018). Influence of Phase Composition of Bulk Tungsten Vanadium Oxides on the Aerobic Transformation of Methanol and Glycerol. European Journal of Inorganic Chemistry, 2018(10), 1204-1211. doi:10.1002/ejic.201800059Delgado, D., Fernández-Arroyo, A., Salvia, N. L., Domine, M. E., & Nieto, J. M. L. (2019). Reflux-synthesized bulk and diluted W-Nb-O mixed oxide bronzes for the valorization of short-chain oxygenates aqueous mixtures. Chinese Journal of Catalysis, 40(11), 1778-1787. doi:10.1016/s1872-2067(19)63419-4La Salvia, N., Delgado, D., Ruiz-Rodríguez, L., Nadji, L., Massó, A., & Nieto, J. M. L. (2017). V- and Nb-containing tungsten bronzes catalysts for the aerobic transformation of ethanol and glycerol. Bulk and supported materials. Catalysis Today, 296, 2-9. doi:10.1016/j.cattod.2017.04.009Choi, J., Moon, K., Kang, I., Kim, S., Yoo, P. J., Oh, K. W., & Park, J. (2015). Preparation of quaternary tungsten bronze nanoparticles by a thermal decomposition of ammonium metatungstate with oleylamine. Chemical Engineering Journal, 281, 236-242. doi:10.1016/j.cej.2015.06.101Nieto, J. M. L., Botella, P., Vázquez, M. I., & Dejoz, A. (2002). The selective oxidative dehydrogenation of ethane over hydrothermally synthesised MoVTeNb catalysts. Chem. Commun., (17), 1906-1907. doi:10.1039/b204037aSadakane, M., Yamagata, K., Kodato, K., Endo, K., Toriumi, K., Ozawa, Y., … Ueda, W. (2009). Synthesis of Orthorhombic Mo-V-Sb Oxide Species by Assembly of Pentagonal Mo6O21Polyoxometalate Building Blocks. Angewandte Chemie International Edition, 48(21), 3782-3786. doi:10.1002/anie.200805792Wagner, J. B., Timpe, O., Hamid, F. A., Trunschke, A., Wild, U., Su, D. S., … Schlögl, R. (2006). Surface texturing of Mo–V–Te–Nb–O x selective oxidation catalysts. Topics in Catalysis, 38(1-3), 51-58. doi:10.1007/s11244-006-0070-1Barthel, J., Weirich, T. E., Cox, G., Hibst, H., & Thust, A. (2010). Structure of Cs0.5[Nb2.5W2.5O14] analysed by focal-series reconstruction and crystallographic image processing. Acta Materialia, 58(10), 3764-3772. doi:10.1016/j.actamat.2010.03.016Soriano, M. D., García-González, E., Concepción, P., Rodella, C. B., & López Nieto, J. M. (2017). Self-Organized Transformation from Hexagonal to Orthorhombic Bronze of Cs–Nb–W–O Mixed Oxides Prepared Hydrothermally. Crystal Growth & Design, 17(12), 6320-6331. doi:10.1021/acs.cgd.7b00999Dickens, P. G., & Whittingham, M. S. (1968). The tungsten bronzes and related compounds. Quarterly Reviews, Chemical Society, 22(1), 30. doi:10.1039/qr9682200030MAGNÉLI, A. (1952). Tungsten Bronzes containing Six-membered Rings of WO6 Octahedra. Nature, 169(4306), 791-792. doi:10.1038/169791a0Szilágyi, I. M., Madarász, J., Pokol, G., Király, P., Tárkányi, G., Saukko, S., … Varga-Josepovits, K. (2008). Stability and Controlled Composition of Hexagonal WO3. Chemistry of Materials, 20(12), 4116-4125. doi:10.1021/cm800668xPinar, A. B., Márquez-Álvarez, C., Grande-Casas, M., & Pérez-Pariente, J. (2009). Template-controlled acidity and catalytic activity of ferrierite crystals. Journal of Catalysis, 263(2), 258-265. doi:10.1016/j.jcat.2009.02.017Gu, Z., Ma, Y., Zhai, T., Gao, B., Yang, W., & Yao, J. (2006). A Simple Hydrothermal Method for the Large-Scale Synthesis of Single-Crystal Potassium Tungsten Bronze Nanowires. Chemistry - A European Journal, 12(29), 7717-7723. doi:10.1002/chem.200600077Xie, F. Y., Gong, L., Liu, X., Tao, Y. T., Zhang, W. H., Chen, S. H., … Chen, J. (2012). XPS studies on surface reduction of tungsten oxide nanowire film by Ar+ bombardment. Journal of Electron Spectroscopy and Related Phenomena, 185(3-4), 112-118. doi:10.1016/j.elspec.2012.01.004Grundner, M., & Halbritter, J. (1980). XPS and AES studies on oxide growth and oxide coatings on niobium. Journal of Applied Physics, 51(1), 397-405. doi:10.1063/1.327386Kreissl, H. T., Li, M. M. J., Peng, Y.-K., Nakagawa, K., Hooper, T. J. N., Hanna, J. V., … Tsang, S. C. E. (2017). Structural Studies of Bulk to Nanosize Niobium Oxides with Correlation to Their Acidity. Journal of the American Chemical Society, 139(36), 12670-12680. doi:10.1021/jacs.7b06856BURSILL, L. A., & HYDE, B. G. (1972). Rotation Faults in Crystals. Nature Physical Science, 240(102), 122-124. doi:10.1038/physci240122a0Bursill, L. A., & Smith, D. J. (1984). Interaction of small and extended defects in nonstoichiometric oxides. Nature, 309(5966), 319-321. doi:10.1038/309319a0Migas, D. B., Shaposhnikov, V. L., & Borisenko, V. E. (2010). Tungsten oxides. II. The metallic nature of Magnéli phases. Journal of Applied Physics, 108(9), 093714. doi:10.1063/1.3505689Dupin, J.-C., Gonbeau, D., Vinatier, P., & Levasseur, A. (2000). Systematic XPS studies of metal oxides, hydroxides and peroxides. Physical Chemistry Chemical Physics, 2(6), 1319-1324. doi:10.1039/a908800hCiftyürek, E., Šmíd, B., Li, Z., Matolín, V., & Schierbaum, K. (2019). Spectroscopic Understanding of SnO2 and WO3 Metal Oxide Surfaces with Advanced Synchrotron Based; XPS-UPS and Near Ambient Pressure (NAP) XPS Surface Sensitive Techniques for Gas Sensor Applications under Operational Conditions. Sensors, 19(21), 4737. doi:10.3390/s19214737Pawlak, D. A., Ito, M., Oku, M., Shimamura, K., & Fukuda, T. (2001). Interpretation of XPS O (1s) in Mixed Oxides Proved on Mixed Perovskite Crystals. The Journal of Physical Chemistry B, 106(2), 504-507. doi:10.1021/jp012040aA. Davydov , Molecular Spectroscopy of Oxide Catalyst Surfaces , John Wiley & Sons , Hoboken , 2003 , pp. 27–179Perra, D., Drenchev, N., Chakarova, K., Cutrufello, M. G., & Hadjiivanov, K. (2014). Remarkable acid strength of ammonium ions in zeolites: FTIR study of low-temperature CO adsorption on NH4FER. RSC Adv., 4(99), 56183-56187. doi:10.1039/c4ra12504eZecchina, A., Marchese, L., Bordiga, S., Pazè, C., & Gianotti, E. (1997). Vibrational Spectroscopy of NH4+ Ions in Zeolitic Materials:  An IR Study. The Journal of Physical Chemistry B, 101(48), 10128-10135. doi:10.1021/jp9717554Katryniok, B., Paul, S., Bellière-Baca, V., Rey, P., & Dumeignil, F. (2010). Glycerol dehydration to acrolein in the context of new uses of glycerol. Green Chemistry, 12(12), 2079. doi:10.1039/c0gc00307gFoo, G. S., Wei, D., Sholl, D. S., & Sievers, C. (2014). Role of Lewis and Brønsted Acid Sites in the Dehydration of Glycerol over Niobia. ACS Catalysis, 4(9), 3180-3192. doi:10.1021/cs5006376Sung, K.-H., & Cheng, S. (2017). Effect of Nb doping in WO3/ZrO2 catalysts on gas phase dehydration of glycerol to form acrolein. RSC Advances, 7(66), 41880-41888. doi:10.1039/c7ra08154

    Mechanisms for Tungsten Oxide Nanoparticle Formation in Solvothermal Synthesis: From Polyoxometalates to Crystalline Materials

    No full text
    Understanding nucleation mechanisms of the solid state on an atomic scale is crucial in order to develop new synthesis methods for tailored materials. Here, we use in situ X-ray total scattering to follow the structural rearrangements that take place in the formation of tungsten oxide, all the way from the ionic precursor clusters in solution to the final crystalline nanoparticles. The reaction was performed in water and oleylamine to study the influence of solvent, and in both cases, the clusters present in the precursor solution adopted the well-known α-Keggin polyoxometalate structure. However, despite the similarity between precursor cluster and the final crystallographic phase, the reaction route is highly dependent on the solvent, shedding new light on nucleation mechanisms and their influence of defects in the final oxide structure. In water, the precursor cluster partly rearranges to the tungstate Y cluster before crystallization of tungsten bronze nanoparticles with a large degree of [WO6] disorder along the c direction of the unit cell. In oleylamine, the reaction goes through several steps, including an amorphous phase and an intermediate crystalline pyrochlore phase before forming small, ordered tungsten bronze nanoparticles. The solvent thus affects not only the crystallite size but also the atomic structure of the nanoparticles, which we link to the observed reaction mechanism

    Linking structure to function at the solid electrolyte interphase: Insights from NMR spectroscopy

    No full text
    The performance of Li metal batteries is tightly coupled to the composition and properties of the solid electrolyte interphase (SEI). Even though the role of the SEI in battery function is well understood (e.g., it must be electronically insulating and ionically conductive, it must enable uniform Li+ flux to the electrode to prevent dendrite growth, it must accommodate the large volume changes of Li electrodeposition), the challenges associated with probing this delicate composite layer have hindered the development of Li metal batteries for practical applications. In this review, we detail how nuclear magnetic resonance (NMR) spectroscopy can help bridge this gap in characterization due to its unique ability to describe local structure in conjunction with ion dynamics while connecting these properties to electrochemical behavior. By leveraging NMR, we can gain molecular-level insight to aid in the design of Li surfaces that enable reactive anodes for next generation, high energy density batteries

    Formation and growth mechanism for niobium oxide nanoparticles: atomistic insight from in situ X-ray total scattering

    No full text
    Understanding the mechanisms for nanoparticle nucleation and growth is crucial for the development of tailormade nanomaterials. Here, we use X-ray total scattering and Pair Distribution Function analysis to follow the formation and growth of niobium oxide nanoparticles. We study the solvothermal synthesis from niobium chloride in benzyl alcohol, and through investigations of the influence of reaction temperature, a formation pathway can be suggested. Upon dissolution of niobium chloride in benzyl alcohol, octahedral [NbCl6x_{6−x}Ox_x] complexes form through exchange of chloride ligands. Heating of the solution results in polymerization, where larger clusters built from multiple edge-sharing [NbCl6x_{6−x}Ox_x] octahedra assemble. This leads to the formation of a nucleation cluster with the ReO3_3 type structure, which grows to form nanoparticles of the Wadsley–Roth type H-Nb2_2O5_5 structure, which in the bulk phase usually only forms at high temperature. Upon further growth, structural defects appear, and the presence of shear-planes in the structure appears highly dependent on nanoparticle size

    Explaining an anomalous pressure dependence of shear modulus in germanate glasses based on Reverse Monte Carlo modelling

    Get PDF
    Unlike traditional silicate glasses, germanate glasses often feature non-monotonic variations in material properties (e.g., elastic moduli and glass transition temperature) with varying chemical composition, temperature, and pressure. However, the underlying atomic-scale structural origins remain poorly understood. This is because, in most oxide glasses, the structural changes are quantified through solid-state NMR spectroscopy, but unfortunately the only NMR active germanium isotope (73Ge) has very unfavorable NMR properties. Here, we circumvent this problem by using high-energy X-ray and neutron total scattering coupled with ab initio molecular dynamics simulations as input for Reverse Monte Carlo modeling. In detail, we study the structure and properties of two sodium germanate glasses (10Na2O-90GeO2 and 20Na2O-80GeO2) subjected to permanent densification through hot compression up to 2 GPa at the glass transition temperature. While density as well as Young's and bulk modulus increase with pressure as expected, shear modulus first increases and then decreases slightly at higher pressures. The refined atomistic structure models suggest that the glasses feature a distribution of 4, 5, and 6 coordinated Ge with a majority of 4 and 5 coordinated species. Only minor changes in the Ge–O coordination occur upon hot compression, but a notable transformation of edge- to corner-sharing Ge-polyhedra is found. This anomalous polyhedral packing causes a lower number of angular constraints upon higher pressure treatment, explaining the non-monotonic trend of shear modulus with pressure. We also find that the rings become smaller and less circular upon compression, contributing to the volumetric compaction. These findings may aid the future design of germanate glasses with tailored properties and the general understanding of structure-property relations in oxide glasses.</p

    Towards a mechanistic understanding of the sol–gel syntheses of ternary carbides

    No full text
    Sol–gel chemistry, while being extremely established, is to this day not fully understood, and much of the underlying chemistry and mechanisms are yet to be unraveled. Here, we elaborate on the sol–gel chemistry of Cr2_2GaC, the first layered ternary carbide belonging to the MAX phase family to ever be synthesized using this wet chemical approach. Leveraging a variety of both in- and ex situ characterization techniques, including X-ray and neutron powder diffraction, X-ray absorption fine structure analyses, total scattering analyses, and differential scanning calorimetry coupled with mass spectrometry, in-depth analyses of the local structures and reaction pathways are elucidated. While the metals first form tetrahedrally and octahedrally coordinated oxidic structures, that subsequently grow and crystallize into oxides, the carbon source citric acid sits on a separate reaction pathway, that does not merge with the metals until the very end. In fact, after decomposing it remains nanostructured and disordered graphite until the temperature allows for the reduction of the metal oxides into the layered carbide. Based on this, we hypothesize that the method is mostly applicable to systems where the needed metals are reducible by graphite around the formation temperature of the target phase

    Sol Gel-Based Synthesis of the Phosphorus-Containing MAX Phase V2PC

    No full text
    More than 150 MAX phases are known to date. Their chemical diversity is the result of mixing-and-matching early-to-mid transition metals (M), main group elements (A), and carbon and/or nitrogen (X). The vast majority of the respective carbides and (carbo)nitrides contain group 13 and 14 as the A element, such as Al, Ga, and Si. V2_2PC is among the least studied members of this family of materials; as a matter of fact, it is only mentioned in two pieces of original literature. The solid-state synthesis is extremely vaguely described and working with elemental phosphorus poses additional synthetic challenges. Here, we confirm these experimental difficulties and present an alternative sol gel-based approach to prepare almost single-phase V2_2PC. The versatility of the sol gel chemistry is further demonstrated by variation of the gel-building agent moving beyond citric acid as the carbon source. DFT calculations support the experimentally obtained structural parameters and show V2_2PC is a metal

    POMFinder: Identifying polyoxometalate cluster structures from pair distribution function data using explainable machine learning

    No full text
    Characterisation of material structure with Pair Distribution Function (PDF) analysis typically involves refining a structure model against an experimental dataset. However, finding or constructing a suitable atomic model for PDF modelling can be an extremely labour-intensive task, requiring carefully browsing through large numbers of possible models. We present POMFinder, a machine learning (ML) classifier that rapidly screens a database of structures, here polyoxometalate (POM) clusters, to identify candidate structures for PDF data modelling. The approach is demonstrated to identify suitable POMs on experimental data, including in situ data collected with fast acquisition time. This automated approach shows significant potential for identifying suitable structure models for structure refinements to extract quantitative, structural parameters in materials chemistry research. The code is open source and user-friendly, making it accessible to those without prior ML knowledge. We also demonstrate that POMFinder offers a promising modelling framework for combined modelling of multiple scattering techniques compared to conventional refinement methods
    corecore