20 results on '"Kazuki Shitara"'
Search Results
2. Selective Hydride Occupation in BaVO3–xHx (0.3 ≤ x ≤ 0.8) with Face- and Corner-Shared Octahedra
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Kazuki Shitara, Masahiro Kuroe, Masayuki Ochi, Takafumi Yamamoto, Hiroshi Takatsu, Cédric Tassel, Kotaro Fujii, Kenji Ishida, Craig M. Brown, Masatomo Yashima, Shunsaku Kitagawa, Kazuhiko Kuroki, Hiroshi Kageyama, and Akihide Kuwabara
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Materials science ,Hydride ,General Chemical Engineering ,Neutron diffraction ,Vanadium ,chemistry.chemical_element ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Metal ,Crystallography ,chemistry ,Transition metal ,Octahedron ,Electrical resistivity and conductivity ,visual_art ,Materials Chemistry ,visual_art.visual_art_medium ,Antiferromagnetism ,0210 nano-technology - Abstract
A growing number of transition metal oxyhydrides have recently been reported, but they are all confined to perovskite-related structures with corner-shared octahedra. Using high pressure synthesis, we have obtained vanadium oxyhydrides BaVO3–xHx (0.3 ≤ x ≤ 0.8) with a 6H-type hexagonal layer structure consisting of face-shared as well as corner-shared octahedra. Synchrotron X-ray and neutron diffraction measurements revealed that, in BaVO2.7H0.3, H– anions are located selectively at the face-shared sites, as supported by DFT calculations, while BaVO2.2H0.8 contains H– anions at both sites though the face-shared preference is partially retained. The selective hydride occupation for BaVO2.7H0.3 appears to suppress electron hopping along the c axis, making this material a quasi-two-dimensional metal characterized by anomalous temperature dependence of the electrical resistivity and strong antiferromagnetic fluctuations. In contrast, the anion disordered BaVO3–xHx in hexagonal (x ≈ 0.8) and cubic (x ≈ 0.9) fo...
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- 2018
3. Substantial role of charge transfer on the diffusion mechanism of interstitial elements in α-titanium: A First-principles study
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Katsuyoshi Kondoh, Kazuki Shitara, Junko Umeda, and Masato Yoshiya
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010302 applied physics ,Materials science ,Mechanical Engineering ,Diffusion ,Metals and Alloys ,chemistry.chemical_element ,Charge (physics) ,02 engineering and technology ,Interstitial element ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Transition state ,Matrix (geology) ,Atomic radius ,chemistry ,Octahedron ,Mechanics of Materials ,Chemical physics ,0103 physical sciences ,General Materials Science ,0210 nano-technology ,Titanium - Abstract
The diffusion mechanism of interstitial solute elements in α-Ti was investigated using first-principles calculations. Solute elements, B, C, N, O and F, were confirmed to be the most stable at octahedral sites with their calculated formation energies. The migration energies of C, N and O are high, approximately 2 eV, while those of B and F were approximately 1 eV. A high correlation was observed between the migration energies and difference in the charge densities of the solute atoms between stable and transition states. These results indicate that migration energies and resultant diffusion could not be determined only by the atomic radii of solute atoms, and charge transfer must also be taken into consideration. The charge transfer between matrix and solute atoms affects diffusion mechanism of solute atoms in Ti.
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- 2021
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4. On Hydride Diffusion in Transition Metal Perovskite Oxyhydrides Investigated via Deuterium Exchange
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Kazuki Shitara, Yoji Kobayashi, Cédric Tassel, Takahide Nakashima, Hiroshi Kageyama, Ayako Konishi, Akihide Kuwabara, Ya Tang, and Takafumi Yamamoto
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Hydride ,General Chemical Engineering ,Diffusion ,Oxide ,Analytical chemistry ,02 engineering and technology ,General Chemistry ,Activation energy ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Catalysis ,Solid state ionics ,chemistry.chemical_compound ,Transition metal ,chemistry ,Materials Chemistry ,0210 nano-technology ,Perovskite (structure) - Abstract
Perovskite oxyhydrides may find diverse applications, ranging from catalysis, topochemical synthesis to solid state ionics, but the understanding of their hydride transport behavior has remained limited. Here, gaseous hydrogen exchange and release experiments were analyzed using the Kissinger method to estimate the activation energy (Ea) for H/D exchange and H2 release in BaTiO3–xHx (x = 0.35–0.60) and LaSrCoO3H0.70. It is revealed that, for each BaTiO3–xHx at a given hydride concentration (x), both H/D exchange and H2 release experiments provide similar Ea values. For BaTiO3–xHx with different x, the obtained Ea values significantly decrease with increasing x until around 0.4; beyond 0.4, it becomes nearly constant (200–220 kJ mol–1). This observation suggests that the diffusion process in the low hydride concentration (x < 0.4) includes oxide as well as hydride diffusion, whereas, for 0.4 < x (
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- 2017
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5. First-Principles Selection of Solute Elements for Er-Stabilized Bi2O3 Oxide-Ion Conductor with Improved Long-Term Stability at Moderate Temperatures
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Donglin Han, Atsuto Seko, Takafumi Moriasa, Kazuki Shitara, Akifumi Sumitani, Hiroki Moriwake, Hiroyuki Hayashi, Isao Tanaka, Rong Huang, and Yukinori Koyama
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Materials science ,Annealing (metallurgy) ,General Chemical Engineering ,Transition temperature ,Oxide ,Thermodynamics ,chemistry.chemical_element ,02 engineering and technology ,General Chemistry ,Electrolyte ,Conductivity ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Thermal diffusivity ,01 natural sciences ,0104 chemical sciences ,Bismuth ,chemistry.chemical_compound ,Sesquioxide ,chemistry ,Materials Chemistry ,0210 nano-technology - Abstract
Quality oxide-ion conductors are essential for clean-energy applications. Rare-earth-stabilized bismuth sesquioxide, δ-Bi2O3, exhibits a much greater oxide-ion conductivity at high temperatures than commonly used ZrO2- or CeO2-based electrolytes, but it suffers from serious conductivity degradation while annealing at moderate temperatures of ∼773 K, which is the target temperature for many applications. Here, we demonstrate that a novel set of solute elements for δ-Bi2O3 can significantly enhance the long-term stability at 773 K. A pure oxide-ion conductivity of 0.035 S/cm at 773 K remains unchanged during annealing for 100 h, which is five times greater than the best known solid-state oxide materials after long-term annealing. For materials design, we explore a range of chemical spaces using theoretical methods based on first-principles calculations. The order–disorder transition temperature of the anion sublattice, oxygen-ion diffusivity, and solution free energy are used as descriptors. The design conc...
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- 2017
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6. Effect of oxygen vacancy segregation in Au or Pt/oxide hetero-interfaces on electronic structures
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Tetsuya Asano, Atsushi Omote, Kazuki Shitara, Akihide Kuwabara, Yukihiro Kaneko, Craig A. J. Fisher, Hiroki Moriwake, and Takafumi Ogawa
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Materials science ,General Chemical Engineering ,Oxide ,chemistry.chemical_element ,02 engineering and technology ,01 natural sciences ,Oxygen ,Metal ,chemistry.chemical_compound ,symbols.namesake ,Atomic orbital ,0103 physical sciences ,Atom ,010306 general physics ,Yttria-stabilized zirconia ,Fermi level ,General Chemistry ,021001 nanoscience & nanotechnology ,chemistry ,Chemical physics ,visual_art ,Density of states ,visual_art.visual_art_medium ,symbols ,Atomic physics ,0210 nano-technology - Abstract
We investigated the effects of oxygen vacancy segregation on electronic structures in the vicinity of hetero-interfaces between noble metals (Au and Pt) and yttria stabilized zirconia (YSZ) by performing first-principles calculations and Bader analysis. The density of states (DOS) of the Au/YSZ interface around the Fermi level is less than that of the Pt/YSZ interface, resulting from the lower density of Au-s and -p orbitals around the Fermi level compared with the higher density of Pt-d orbitals. Metal layers adjacent to the interface become negatively charged when the bonding oxygen layer contains a high concentration of oxygen vacancies. These results indicate that segregation of oxygen vacancies to Au or Pt/YSZ hetero-interfaces increase the electronic conductivity of Au or Pt atom layers at the interfaces.
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- 2017
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7. Kinetically Stabilized Cation Arrangement in Li 3 YCl 6 Superionic Conductor during Solid‐State Reaction
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Yongming Wang, Kiyoharu Tadanaga, Yosuke Goto, Hiroaki Ito, Nataly Carolina Rosero-Navarro, Kazuki Shitara, Kotaro Fujii, Chikako Moriyoshi, Akira Miura, and Masatomo Yashima
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Materials science ,Science ,General Chemical Engineering ,Neutron diffraction ,General Physics and Astronomy ,Medicine (miscellaneous) ,02 engineering and technology ,Activation energy ,010402 general chemistry ,01 natural sciences ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Ion ,neutron diffraction ,Metastability ,Phase (matter) ,Fast ion conductor ,General Materials Science ,in situ XRD ,solid electrolytes ,Research Articles ,density functional theory ,General Engineering ,Close-packing of equal spheres ,021001 nanoscience & nanotechnology ,0104 chemical sciences ,halides ,Physical chemistry ,Density functional theory ,0210 nano-technology ,Research Article - Abstract
The main approach for exploring metastable materials is via trial‐and‐error synthesis, and there is limited understanding of how metastable materials are kinetically stabilized. In this study, a metastable phase superionic conductor, β‐Li3YCl6, is discovered through in situ X‐ray diffraction after heating a mixture of LiCl and YCl3 powders. While Cl− arrangement is represented as a hexagonal close packed structure in both metastable β‐Li3YCl6 synthesized below 600 K and stable α‐Li3YCl6 above 600 K, the arrangement of Li+ and Y3+ in β‐Li3YCl6 determined by neutron diffraction brought about the cell with a 1/√3 a‐axis and a similar c‐axis of stable α‐Li3YCl6. Higher Li+ ion conductivity and lower activation energy for Li+ transport are observed in comparison with α‐Li3YCl6. The computationally calculated low migration barrier of Li+ supports the low activation energy for Li+ conduction, and the calculated high migration barrier of Y3+ kinetically stabilizes this metastable phase by impeding phase transformation to α‐Li3YCl6. This work shows that the combination of in situ observation of solid‐state reactions and computation of the migration energy can facilitate the comprehension of the solid‐state reactions allowing kinetic stabilization of metastable materials, and can enable the discovery of new metastable materials in a short time., A metastable superionic conductor, β‐Li3YCl6, is synthesized by heating a mixture of LiCl and YCl3 powders. The computationally calculated low migration barrier of Li+ supports the low activation energy for Li+ conduction, and the calculated high migration barrier of Y3+ kinetically stabilizes this metastable phase by impeding phase transformation to thermodynamically stable α‐Li3YCl6.
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- 2021
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8. Precipitation and Distribution Behavior of In Situ-Formed TiB Whiskers in Ti64 Composites Fabricated by Selective Laser Melting
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Junko Umeda, Biao Chen, Kazuki Shitara, Lei Jia, Shufeng Li, Katsuyoshi Kondoh, and Ke Chen
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Equiaxed crystals ,Ti64 composites ,Materials science ,General Chemical Engineering ,Whiskers ,Alloy ,02 engineering and technology ,Liquidus ,engineering.material ,01 natural sciences ,Inorganic Chemistry ,Phase (matter) ,0103 physical sciences ,lcsh:QD901-999 ,General Materials Science ,Selective laser melting ,Composite material ,TiB whiskers ,010302 applied physics ,Marangoni effect ,Precipitation (chemistry) ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,selective laser melting ,engineering ,lcsh:Crystallography ,0210 nano-technology - Abstract
The precipitation and distribution behaviors of in situ-formed titanium boride whiskers (TiB) in TiBw-reinforced Ti-6%Al-4%V (Ti64) composites fabricated from an elemental mixture of Ti64 alloy powder and TiB2 particles by selective laser melting were investigated. The primary precipitation of TiB whiskers strongly depends on B content. For a B content of less than 2 mass%, when the liquid → β-phase transformation occurred and B atoms were discharged, the B-enriched area formed around the β-phase resulted in the generation of TiB whiskers and their agglomeration at the prior β-grain boundaries. When the B content was over 2 mass%, TiB whiskers directly precipitated from the liquid phase and moved to the molten pool boundary via Marangoni convection. As a result, the TiB whiskers were located along the boundary. Furthermore, B-enrichment caused a decrease in the liquidus temperature and thus obstructed β-grain coarsening, and as a result, fine equiaxed α’-grains formed during the phase transformation.
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- 2021
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9. Acicular microstructure formation and strengthening behavior of Ti-4%Fe alloys by Zr addition
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Mizuki Fukuo, Takayuki Tanaka, Takuma Teramae, Abdulaziz N. Alhazaa, Kazuki Shitara, Katsuyoshi Kondoh, Junko Umeda, and Shufeng Li
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Acicular ,Materials science ,Mechanical Engineering ,Metals and Alloys ,Sintering ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,Grain size ,0104 chemical sciences ,Grain growth ,Mechanics of Materials ,Materials Chemistry ,Composite material ,0210 nano-technology ,Ductility ,Solid solution ,Tensile testing - Abstract
Commercial pure Ti alloys are favorable for biomedical applications; however, they need to be strengthened by the addition of alloying elements. Herein, Ti-Fe alloys modified with Zr were explored to produce alloys that exhibit high strength and ductility and are biocompatible. Ti-Fe extruded materials with Zr solutes were prepared by combining solid sintering and hot extrusion. X-ray diffraction results revealed that the lattice constant of α-Ti and β-Ti increased proportionally with the Zr content, indicating the Zr solid solution behavior. In situ and ex situ observations of the microstructure formation revealed the element Zr, a weak β-stabilizer, and a decreased phase transformation temperature. However, during the cooling process after hot extrusion, the grain growth stagnated at the same temperature, irrespective of the Zr content, resulting in both α-Ti grain refinement and increased β-phase area fraction. The tensile test results demonstrated that 1010 MPa 0.2% yield strength of the Ti-4Fe-13Zr extruded material increased to 156%, compared with that of the base Ti-4Fe material. Furthermore, Labusch model and the Hall-Petch equation were used to quantitatively evaluate the strengthening mechanism derived from the Zr solid solution and the changes in the grain size.
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- 2021
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10. Quantitative strengthening evaluation of powder metallurgy Ti–Zr binary alloys with high strength and ductility
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Mizuki Fukuo, Shota Kariya, Katsuyoshi Kondoh, Kazuki Shitara, Junko Umeda, Abdulaziz N. Alhazaa, and Shufeng Li
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Equiaxed crystals ,Zirconium ,Materials science ,Mechanical Engineering ,Metallurgy ,Metals and Alloys ,Sintering ,chemistry.chemical_element ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,chemistry ,Mechanics of Materials ,Powder metallurgy ,Materials Chemistry ,Dynamic recrystallization ,0210 nano-technology ,Tensile testing ,Solid solution ,Titanium - Abstract
Titanium is well-known for its high strength, good corrosion resistance, and biocompatibility. For further improvement of its mechanical properties, it is alloyed with other elements, such as zirconium. In this study, pre-mixed pure Ti powder and ZrH2 particles were employed to prepare extruded Ti–Zr alloys with a low hydrogen content via dehydrogenation after sintering. The Zr solutes were uniformly dissolved in the α-Ti matrix by applying the optimal conditions for homogenization and water-quenching heat treatment. The synthesized Ti–Zr alloys consisted of the equiaxed fine α-Ti grains via dynamic recrystallization during extrusion. When the ZrH2 particle content was less than 10 wt%, the extruded Ti–Zr alloys showed a large tensile elongation of more than 25% at room temperature with a yield stress of approximately 850 MPa. In the case of Ti–10% ZrH2 powder, the mean α-Ti grain size was 2.7 μm, which was smaller than that of extruded pure Ti (3.5 μm). By applying the Hall–Petch equation for grain refinement and Labusch model for Zr solid solution to quantitatively estimate the increase in the yield stress, it was clarified that both factors had an equal effect for Ti–5 and –10 wt% ZrH2 powder even with the dominance of solid-solution strengthening by Zr solutes for alloys with small Zr content.
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- 2021
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11. Mechanisms of tensile strengthening and oxygen solid solution in single β-phase Ti-35 at.%Ta+O alloys
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Katsuyoshi Kondoh, Katsuya Yokota, Kazuki Shitara, Abdollah Bahador, and Junko Umeda
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010302 applied physics ,Diffraction ,Materials science ,Mechanical Engineering ,Alloy ,Analytical chemistry ,Titanium alloy ,chemistry.chemical_element ,02 engineering and technology ,engineering.material ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Oxygen ,Grain size ,Lattice constant ,chemistry ,Mechanics of Materials ,0103 physical sciences ,Ultimate tensile strength ,engineering ,General Materials Science ,0210 nano-technology ,Solid solution - Abstract
Single β phase titanium alloys are used for fabricating biomedical devices, and it is desirable to improve the strength of these alloys. In this study, the tensile strength of Ti-35 at.% Ta alloys with a single β phase was improved using oxygen solid solution and the strengthening mechanism was also investigated. The lattice constants of these alloys calculated from X-ray diffraction data increased with an increase in the oxygen content. This result suggests that oxygen atoms formed solutes in the alloys, which was supported by results obtained from first-principles calculations. Microstructural analyses of the alloys indicate that Ti, Ta, and O were homogeneously distributed. Tensile tests were conducted for the alloys, and the 0.2%YS increased with the increase in the O content of the alloy. The increments of 0.2%YS which was determined experimentally correspond well with the theoretically determined trend, and this observation is a result of the effect of the change in grain size and O solid solution. The contribution of the grain refinement was negligibly small compared with that of the O solid solution, and the latter is the major reason for the observed increase in the 0.2%YS of the Ti-35 at.% Ta alloys.
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- 2021
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12. ZnTaO2N: Stabilized High-Temperature LiNbO3-type Structure
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Artem M. Abakumov, Fumitaka Takeiri, Hiroshi Kageyama, Katsuhisa Tanaka, Clemens Ritter, Takafumi Yamamoto, Yoji Kobayashi, Ryu Abe, Cédric Tassel, Akihide Kuwabara, Daichi Watabe, Craig M. Brown, Koji Fujita, Dmitry Batuk, Kazuki Shitara, Yoshinori Kuno, and Hiroki Moriwake
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Phase transition ,Chemistry ,Neutron diffraction ,02 engineering and technology ,General Chemistry ,Type (model theory) ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Biochemistry ,Catalysis ,Synchrotron ,0104 chemical sciences ,Ion ,law.invention ,Crystallography ,Colloid and Surface Chemistry ,Transmission electron microscopy ,law ,Phase (matter) ,X-ray crystallography ,0210 nano-technology - Abstract
By using a high-pressure reaction, we prepared a new oxynitride ZnTaO2N that crystallizes in a centrosymmetric (R (3) over barc) high-temperature LiNbO3-type structure (HTLN-type). The stabilization of the HTLN-type structure down to low temperatures (at least 20 K) makes it possible to investigate not only the stability of this phase, but also the phase transition to a noncentrosymmetric (R3c) LiNbO3-type structure (LN-type) which is yet to be clarified. Synchrotron and neutron diffraction studies in combination with transmission electron microscopy show that Zn is located at a disordered 12c site instead of 6a, implying an order disorder mechanism of the phase transition. It is found that the dosed d-shell of Zn2+, as well as the high-valent Ta5+ ion, is responsible for the stabilization of the HTLN-type structure, affording a novel quasitriangular ZnO2N coordination. Interestingly, only 3% Zn substitution for MnTaO2N induces a phase transition from LN- to HTLN-type structure, implying the proximity in energy between the two structural types, which is supported by the first-principles calculations.
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- 2016
13. Computational design of stable and highly ion-conductive materials using multi-objective bayesian optimization: Case studies on diffusion of oxygen and lithium
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Masayuki Karasuyama, Tomoyuki Tamura, Kazuki Shitara, and Hiroki Kasugai
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Mathematical optimization ,General Computer Science ,Optimality criterion ,Computer science ,Computation ,Bayesian probability ,Bayesian optimization ,Longitudinal static stability ,Pareto principle ,General Physics and Astronomy ,02 engineering and technology ,General Chemistry ,Conductivity ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Computational Mathematics ,Mechanics of Materials ,General Materials Science ,Diffusion (business) ,0210 nano-technology - Abstract
Ion-conducting solid electrolytes are widely used for a variety of purposes. Therefore, there is a high demand for the design of highly ion-conductive materials. Theoretical simulations have become effective tools for investigating the performance of ion-conductive materials because of advancements of computers and computational codes, respectively. However, it can be significantly expensive to conduct an extensive search using theoretical computations. Further, dynamic conductivity and static stability must be simultaneously satisfied for practical applications. Therefore, in this study, we propose a computational framework that simultaneously optimizes dynamic conductivity and static stability; this is achieved by combining theoretical calculations and the Pareto hyper-volume criterion-based Bayesian multi-objective optimization. In our framework, we iteratively select the candidate material that maximizes the expected increase in the Pareto hyper-volume criterion; this is a standard optimality criterion of multi-objective optimization. We show that ion-conductive materials with high dynamic conductivity and static stability can be efficiently identified by our framework via two case studies on diffusion of oxygen and lithium.
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- 2020
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14. Tensile property enhancement by oxygen solutes in selectively laser melted titanium materials fabricated from pre-mixed pure Ti and TiO2 powder
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Biao Chen, Katsuyoshi Kondoh, Junko Umeda, Shufeng Li, Ammarueda Issariyapat, Eri Ichikawa, and Kazuki Shitara
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010302 applied physics ,Materials science ,Mechanical Engineering ,chemistry.chemical_element ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Lattice expansion ,Laser ,01 natural sciences ,Oxygen ,law.invention ,High oxygen ,chemistry ,Mechanics of Materials ,law ,0103 physical sciences ,Ultimate tensile strength ,General Materials Science ,Elongation ,Selective laser melting ,Composite material ,0210 nano-technology ,Titanium - Abstract
Ti-based materials with high oxygen solute contents were fabricated from mixtures of Ti powder and TiO2 particles by selective laser melting (SLM). Uniformly dissolved oxygen (O) from the TiO2 particles caused c lattice expansion in α-Ti crystals, which effectively increased the strengths of as-built SLM Ti–O materials. The as-built SLM Ti–O material using 1.5 wt% TiO2 showed a yield stress of 962 MPa and 15.3% elongation. The yield stress increases calculated by the Hall–Petch equation and Labusch model were equivalent to those observed experimentally, and O solid-solution strengthening was dominant in increasing yield stress.
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- 2020
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15. Chemical Pressure-Induced Anion Order–Disorder Transition in LnHO Enabled by Hydride Size Flexibility
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Hiroki Yamashita, Kazuki Shitara, Hiroshi Kageyama, Akihide Kuwabara, Kotaro Fujii, Hiroki Ubukata, Yoji Kobayashi, Masatomo Yashima, Michael A. Hayward, Fumitaka Takeiri, Tong Zhu, Thibault Broux, and Taito Murakami
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Lanthanide ,Hydride ,Diffusion ,Oxide ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Biochemistry ,Fluorite ,Catalysis ,0104 chemical sciences ,Ion ,chemistry.chemical_compound ,Crystallography ,Colloid and Surface Chemistry ,chemistry ,Phase (matter) ,0210 nano-technology - Abstract
While cation order–disorder transitions have been achieved in a wide range of materials and provide crucial effects in various physical and chemical properties, anion analogues are scarce. Here we have expanded the number of known lanthanide oxyhydrides, LnHO (Ln = La, Ce, Pr, Nd), to include Ln = Sm, Gd, Tb, Dy, Ho, and Er, which has allowed the observation of an anion order–disorder transition from the anion-ordered fluorite structure (P4/nmm) for larger Ln3+ ions (La–Nd) to a disordered arrangement (Fm3̅m) for smaller Ln3+ (Sm–Er). Structural analysis reveals that with the increase of Ln3+ radius (application of negative chemical pressure), the oxide anion in the disordered phase becomes too under-bonded, which drives a change to an anion-ordered structure, with smaller OLn4 and larger HLn4 tetrahedra, demonstrating that the size flexibility of hydride anions drives this transition. Such anion ordering control is crucial regarding applications that involve hydride diffusion such as catalysis and electrochemical solid devices.
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- 2018
16. Polarization fluctuations in the perovskite-structured ferroelectric AgNbO3
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Desheng Fu, Ayako Konishi, Craig A. J. Fisher, Takafumi Ogawa, Kazuki Shitara, Hiroki Moriwake, and Akihide Kuwabara
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010302 applied physics ,Materials science ,Condensed matter physics ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Polarization (waves) ,01 natural sciences ,Ferroelectricity ,Monocrystalline silicon ,Condensed Matter::Materials Science ,Molecular dynamics ,Electric field ,0103 physical sciences ,Antiferroelectricity ,0210 nano-technology - Abstract
Perovskite-structured $\mathrm{AgNb}{\mathrm{O}}_{3}$ is a promising lead-free ferroelectric material that at room temperature exhibits weak ferroelectric behavior with a large polarization under an applied electric field. Here we report first-principles molecular dynamics (FPMD) simulations of monocrystalline $\mathrm{AgNb}{\mathrm{O}}_{3}$ over a range of temperatures to examine the microscopic polarization-switching mechanism. Polarization switching is found to occur at temperatures around 200 K and above; regardless of whether the simulations commence from the antiferroelectric Pbcm structure or ferroelectric $Pmc{2}_{1}$ structure, above 200 K the crystal fluctuates between the two forms. The FPMD are consistent with the coexistence of the two phases at room temperature, which can explain the mixed ferroelectric/antiferroelectric behavior, such as double P-E hysteresis loops, observed experimentally.
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- 2018
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17. Exploring a potential energy surface by machine learning for characterizing atomic transport
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Kenta Kanamori, Kazuki Shitara, Kazuaki Toyoura, Atsuto Seko, Kazuki Hattori, Akihide Kuwabara, Masayuki Karasuyama, Motoki Shiga, Junya Honda, and Ichiro Takeuchi
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Chemical Physics (physics.chem-ph) ,Physics ,Proton ,business.industry ,Probabilistic logic ,FOS: Physical sciences ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Machine learning ,computer.software_genre ,01 natural sciences ,symbols.namesake ,Robustness (computer science) ,Physics - Chemical Physics ,0103 physical sciences ,Potential energy surface ,symbols ,Rectangular potential barrier ,Artificial intelligence ,Diffusion (business) ,010306 general physics ,0210 nano-technology ,business ,Gaussian process ,computer - Abstract
We propose a machine-learning method for evaluating the potential barrier governing atomic transport based on the preferential selection of dominant points for the atomic transport. The proposed method generates numerous random samples of the entire potential energy surface (PES) from a probabilistic Gaussian process model of the PES, which enables defining the likelihood of the dominant points. The robustness and efficiency of the method are demonstrated on a dozen model cases for proton diffusion in oxides, in comparison with a conventional nudge elastic band method.
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- 2018
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18. Prediction model of band gap for inorganic compounds by combination of density functional theory calculations and machine learning techniques
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Keita Nakayama, Kazuki Shitara, Isao Tanaka, Atsuto Seko, and Joohwi Lee
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Physics ,Condensed Matter - Materials Science ,Mean squared error ,business.industry ,Band gap ,Materials Science (cond-mat.mtrl-sci) ,FOS: Physical sciences ,Atom (order theory) ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Machine learning ,computer.software_genre ,01 natural sciences ,Support vector machine ,Nonlinear system ,0103 physical sciences ,Ordinary least squares ,Density functional theory ,Artificial intelligence ,010306 general physics ,0210 nano-technology ,business ,computer ,Test data - Abstract
Machine learning techniques are applied to make prediction models of the G0W0 band-gaps for 156 AX binary compounds using Kohn-Sham band-gaps and other fundamental information of constituent elements and crystal structure as predictors. Ordinary least square regression (OLSR), least absolute shrinkage and selection operator (LASSO) and non-linear support vector regression (SVR) methods are applied with several levels of predictor sets. When the Kohn-Sham band-gap by GGA (PBE) or modified Becke-Johnson (mBJ) is used as a single predictor, OLSR model predicts the G0W0 band-gap of a randomly selected test data with the root mean square error (RMSE) of 0.54 eV. When Kohn-Sham band gap by PBE and mBJ methods are used together with a set of various forms of predictors representing constituent elements and crystal structures, RMSE decreases significantly. The best model by SVR yields the RMSE of 0.18 eV. A large set of band-gaps estimated in this way should be useful as predictors for materials exploration., 24 pages, 6 figures, submitted to Phys. Rev. B
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- 2016
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19. A machine learning-based selective sampling procedure for identifying the low energy region in a potential energy surface: a case study on proton conduction in oxides
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Kazuki Shitara, Atsuto Seko, Daisuke Hirano, Kazuaki Toyoura, Motoki Shiga, Ichiro Takeuchi, Masayuki Karasuyama, and Akihide Kuwabara
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Condensed Matter - Materials Science ,Materials science ,Proton ,Materials Science (cond-mat.mtrl-sci) ,FOS: Physical sciences ,Sampling (statistics) ,Statistical model ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Thermal conduction ,01 natural sciences ,Computational physics ,Atomic diffusion ,symbols.namesake ,0103 physical sciences ,Potential energy surface ,symbols ,Configuration space ,010306 general physics ,0210 nano-technology ,Gaussian process - Abstract
In this paper, we propose a selective sampling procedure to preferentially evaluate a potential energy surface (PES) in a part of the configuration space governing a physical property of interest. The proposed sampling procedure is based on a machine-learning method called the Gaussian process, which is used to construct a statistical model of the PES for identifying the region of interest in the configuration space. We demonstrate the efficacy of the proposed procedure for atomic diffusion and ionic conduction, specifically, the proton conduction in a well-studied proton-conducting oxide, barium zirconate $({\mathrm{BaZrO}}_{3})$. The results of the demonstration study indicate that our procedure can efficiently identify the low-energy region characterizing the proton conduction in the host crystal lattice and that the descriptors used for the statistical PES model have a great influence on the performance.
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- 2015
20. Cytotoxicity of stoichiometric hydroxyapatites with different crystallite sizes
- Author
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Kazuki Shitara, Katsuyuki Matsunaga, Yuki Sumida, Chie Kojima, Atsushi Nakahira, Isao Tanaka, Kenji Watanabe, Hidenobu Murata, and Atsutomo Nakamura
- Subjects
Dissolution rate ,Materials science ,Cytotoxicity ,Analytical chemistry ,Mineralogy ,Clay industries. Ceramics. Glass ,02 engineering and technology ,01 natural sciences ,law.invention ,Hydroxyapatite ,law ,Phase (matter) ,0103 physical sciences ,Hydroxyapatites ,Chemical composition ,Dissolution ,010302 applied physics ,021001 nanoscience & nanotechnology ,Grain size ,Stoichiometry ,TP785-869 ,Ceramics and Composites ,Crystallite ,Electron microscope ,0210 nano-technology - Abstract
Hydroxyapatite (HAp) samples were synthesized by a solution reaction method followed by heat-treatments at three different temperatures. Special attention was given to optimizing the processing parameters to obtain the chemical composition near to the stoichiometry of HAp. No trace of secondary crystalline phase was found from powder X-ray diffraction in all samples. X-ray fluorescence measurements found that the Ca/P ratio was 1.68 ± 0.02, which is close to the stoichiometry of HAp, i.e., 1.67. Electron microscope observations revealed that the grain size was uniform within a sample, which was dependent on the heat treatment temperature. Dissolution rates in acid solution and cytotoxicity of the samples were measured. Tendency to decrease both the dissolution rates and the cytotoxicity with increasing crystallite size was observed. After heat-treatment at 1000 °C, the cytotoxicity of the sample was found to be minimal, which had uniaxial and faceted grains with a mean diameter of 200 nm.
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