Updated on 2025/06/11

Information

 

写真a

 
FUJII SUSUMU
 
Organization
Faculty of Engineering Department of Materials Science and Engineering Associate Professor
School of Engineering (Concurrent)
Graduate School of Engineering (Concurrent)
Title
Associate Professor

Research Areas

  • Nanotechnology/Materials / Inorganic materials and properties

  • Nanotechnology/Materials / Structural materials and functional materials

Degree

  • 博士(工学) ( 2018.3 )

  • 修士(工学) ( 2015.3 )

  • 学士(工学) ( 2013.3 )

Research History

  • Kyushu University Department of Materials, Faculty of Engineering Associate Professor 

    2024.6 - Present

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  • Osaka University Division of Materials and Manufucturing Science, Graduate School of Engineering Assistant Professor 

    2021.4 - 2024.3

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  • Japan Fine Ceramics Center Nanostructures Research Laboratory Researcher 

    2019.4 - 2021.3

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  • Osaka University Department of Adaptive Machine Systems, Graduate School of Engineering Specially Appointed Researcher 

    2018.4 - 2019.3

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  • CRISMAT, CNRS, France  Visiting Researcher 

    2016.11 - 2017.2

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  • Research Fellowship for Young Scientist, JSPS  DC1 

    2015.4 - 2018.3

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  • Kyushu University Kyushu University Platform of Inter-/Transdisciplinary Energy Research Research Associate Professor 

    2024.4 - 2024.5

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  • Japan Fine Ceramics Center Nanostructures Research Laboratory Visiting Researcher 

    2021.4 - Present

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  • National Institute for Materials Science Center for Materials research by Information Integration NIMS Special Researcher 

    2019.4 - 2020.3

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Education

  • Osaka University   Graduate School of Engineering   Doctral Course, Department of Adaptive Machine Systems

    2015.4 - 2018.3

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  • Osaka University   Graduate School of Engineering   Master Course, Department of Adaptive Machine Systems

    2013.4 - 2015.3

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  • Osaka University   School of Engineering   Division of Materials and Manufacturing Science

    2009.4 - 2013.3

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Research Interests・Research Keywords

  • Research theme: Exploration and analysis of proton-conducting solid electrolytes

    Keyword: Fuel Cell; Defect Chemistry; First-Principles Calculations; Machine Learning

    Research period: 2024.4 - Present

  • Research theme: Lattice Defect Informatics in Thermoelectrics

    Keyword: Thermal Conductivity; Molecular Dynamics; Point Defects; Grain Boundaries

    Research period: 2024.4 - Present

  • Research theme: First-principles study on hydrogen ceramics

    Keyword: Hydrogen; Materials Exploration; First-Principles Calculations

    Research period: 2024.4 - Present

Awards

  • Award for Encouragement of Research

    2022.12   The 32nd Annual Meeting of MRS-J   Interpreting intrinsic nature of proton-conducting oxides for solid oxide fuel cells using high-throughput computation and machine learning

    Susumu Fujii

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  • Young Researcher Award

    2022.9   The Japan Institute of Metals and Materials   ボトムアップ型材料設計のための格子欠陥構造-機能相関の解明と新物質探索

    Susumu Fujii

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  • 若手奨励賞

    2021.11   物性科学領域横断研究会   計算科学と情報科学による粒界原子構造ー熱伝導相関の解明

    藤井進

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  • 増本賞(金賞)

    2016.7   新学術領域研究「ナノ構造情報のフロンティア開拓ー材料科学の新展開」第4回若手の会  

    藤井 進

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  • Research Encouragement Award

    2016.3   The Japan Society of Applied Physics  

    Susumu FUJII

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  • Best Poster Award

    2013.7   The 32nd International Conference on Thermoelectrics (ICT2013)  

    Susumu Fujii, Akuto Yumura, Yohei Miyauchi, Masahiro Tada, Masato Yoshiya, Hideyuki Yasuda

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  • Best Poster Award

    2019.6   10th International Conference on Materials for Advanced Technologies (ICMAT2019)  

    Naoki Watanabe, Kohei Funai, Susumu Fujii, Masato Yoshiya

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  • Research Encouragement Award

    2018.12   The Materials Research Society of Japan   Modal Analysis of Phonon Thermal Transport by Combination of Molecular and Lattice Dynamics

    Susumu FUJII

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  • Poster Award (3rd place)

    2015.11   2nd International Symposium on Frontiers in Materials Science (FMS2015)  

    Susumu FUJII

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  • Research Encouragement Award

    2015.9   Thermoelectric Society of Japan  

    Susumu FUJII

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  • 2015 ITS Graduate Student Travel Grant

    2015.6   International Thermoelectrics Society (ITS)  

    Susumu FUJII

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  • 第34回熱電変換国際会議助成採択

    2015.6   ICT2015助成委員会  

    藤井 進

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  • Best Presentation Award

    2015.3   Department of Adaptive Machine Systems, Graduate School of Engineering, Osaka University  

    Susumu FUJII

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  • Best Thesis Award

    2015.3   Department of Adaptive Machine Systems, Graduate School of Engineering, Osaka University  

    Susumu FUJII

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Papers

  • Impact of non-stoichiometry on lattice thermal conduction at SrTiO3 grain boundaries Reviewed

    Susumu Fujii, Hiroki Isobe, Wataru Sekimoto, Masato Yoshiya

    Scripta Materialia   258 ( 15 )   116524   2025.3

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.scriptamat.2024.116524

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  • Emerging computational and machine learning methodologies for proton-conducting oxides: materials discovery and fundamental understanding Reviewed

    Susumu Fujii*, Junji Hyodo*, Kazuki Shitara, Akihide Kuwabara, Shusuke Kasamatsu, Yoshihiro Yamazaki

    Science and Technology of Advanced Materials   2024.12

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/14686996.2024.2416383

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  • Empirical interatomic potentials for ZrO2 and YSZ polymorphs: Application to a tetragonal ZrO2 grain boundary Reviewed

    Susumu Fujii, Katsuhiko Shimazaki, Akihide Kuwabara

    Acta Materialia   262   119460   2024.1

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.actamat.2023.119460

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  • Discovery of Unconventional Proton‐Conducting Inorganic Solids via Defect‐Chemistry‐Trained, Interpretable Machine Learning Reviewed

    Susumu Fujii, Yuta Shimizu, Junji Hyodo, Akihide Kuwabara, Yoshihiro Yamazaki

    Advanced Energy Materials   13 ( 39 )   2301892   2023.9   ISSN:1614-6832 eISSN:1614-6840

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Abstract

    High‐throughput computational screening and machine learning hold significant potential for exploring diverse chemical compositions and discovering novel inorganic solids. However, the complexity of point defects, which occur in all inorganic solids and are often crucial to their functionality and synthesizability, presents significant challenges. Here, this study presents a defect‐chemistry‐trained, interpretable machine learning approach, designed to accelerate the exploration and discovery of unconventional proton‐conducting inorganic solid electrolytes. By considering dopant dissolution and hydration reactions, the machine learning models provide quantitative predictions and physical interpretations for synthesizable host–dopant combinations with hydration capabilities across various structures. Utilizing these insights, two unconventional proton conductors, Pb‐doped Bi<sub>12</sub>SiO<sub>20</sub> sillenite and eulytite‐type Sr‐doped Bi<sub>4</sub>Ge<sub>3</sub>O<sub>12</sub>, are discovered in the first two synthesis trials. Notably, the Pb‐doped Bi<sub>12</sub>SiO<sub>20</sub> represents an unprecedented class of proton‐conducting electrolyte composed solely of groups 14 and 15 cations and featuring a sillenite structure. It exhibits unique and fast 3D proton conduction along a loosely bonded BiO<sub>5</sub> network. This study demonstrates an efficient approach for exploring novel inorganic materials.

    DOI: 10.1002/aenm.202301892

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  • Structure and lattice thermal conductivity of grain boundaries in silicon by using machine learning potential and molecular dynamics Reviewed

    Susumu Fujii, Atsuto Seko

    Computational Materials Science   204   111137 - 111137   2022.3

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (scientific journal)   Publisher:Elsevier {BV}  

    DOI: 10.1016/j.commatsci.2021.111137

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  • Grain-size dependence and anisotropy of nanoscale thermal transport in MgO (Editor's Pick) Reviewed

    Susumu Fujii, Kohei Funai, Tatsuya Yokoi, Masato Yoshiya

    Applied Physics Letters   119 ( 23 )   231604   2021.12   ISSN:0003-6951 eISSN:1077-3118

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:AIP Publishing  

    Controlling thermal conductivity in nanocrystalline materials is of great interest in various fields such as thermoelectrics. However, its reduction mechanism has not been fully given due to the difficulty to assess local thermal conduction at grain boundaries (GBs) and grain interiors. Here, we calculated spatially decomposed thermal conductivities across and along MgO symmetric GBs using perturbed molecular dynamics, varying the GB separation from 2.1 to 20.0 nm. This reveals the different length scale of GB scattering for two directions: over hundreds of nanometers across GBs while within a few nanometers along GBs. Numerical analyses based on the spatially decomposed thermal conductivities demonstrate that the former is dominant upon suppressing thermal conductivity in polycrystalline materials, whereas the latter has a non-negligible impact in nanocrystalline materials because of a large reduction of intragrain thermal conductivity along GBs. These insights provide the exact mechanisms of heat transport in nanocrystalline materials toward more precise control of thermal conductivity. (C) 2021 Author(s).

    DOI: 10.1063/5.0075854

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  • Alkali-Rich Antiperovskite M3FCh (M = Li, Na; Ch = S, Se, Te): The Role of Anions in Phase Stability and Ionic Transport Reviewed

    Susumu Fujii*, Shenghan Gao*, Cedric Tassel, Tong Zhu, Thibault Broux, Koji Okada, Yuto Miyahara, Akihide Kuwabara, Hiroshi Kageyama

    Journal of the American Chemical Society   143 ( 28 )   10668 - 10675   2021.7   ISSN:1520-5126

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society ({ACS})  

    DOI: 10.1021/jacs.1c04260

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  • Hydride-based antiperovskites with soft anionic sublattices as fast alkali ionic conductors Reviewed

    Shenghan Gao*, Thibault Broux*, Susumu Fujii*, Cédric Tassel, Kentaro Yamamoto, Yao Xiao, Itaru Oikawa, Hitoshi Takamura, Hiroki Ubukata, Yuki Watanabe, Kotaro Fujii, Masatomo Yashima, Akihide Kuwabara, Yoshiharu Uchimoto, Hiroshi Kageyama

    Nature Communications   12 ( 1 )   2021.1   eISSN:2041-1723

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media {LLC}  

    <title>Abstract</title>Most solid-state materials are composed of p-block anions, only in recent years the introduction of hydride anions (1s<sup>2</sup>) in oxides (e.g., SrVO<sub>2</sub>H, BaTi(O,H)<sub>3</sub>) has allowed the discovery of various interesting properties. Here we exploit the large polarizability of hydride anions (H<sup>–</sup>) together with chalcogenide (Ch<sup>2–</sup>) anions to construct a family of antiperovskites with soft anionic sublattices. The M<sub>3</sub>HCh antiperovskites (M = Li, Na) adopt the ideal cubic structure except orthorhombic Na<sub>3</sub>HS, despite the large variation in sizes of M and Ch. This unconventional robustness of cubic phase mainly originates from the large size-flexibility of the H<sup>–</sup> anion. Theoretical and experimental studies reveal low migration barriers for Li<sup>+</sup>/Na<sup>+</sup> transport and high ionic conductivity, possibly promoted by a soft phonon mode associated with the rotational motion of HM<sub>6</sub> octahedra in their cubic forms. Aliovalent substitution to create vacancies has further enhanced ionic conductivities of this series of antiperovskites, resulting in Na<sub>2.9</sub>H(Se<sub>0.9</sub>I<sub>0.1</sub>) achieving a high conductivity of ~1 × 10<sup>–4</sup> S/cm (100 °C).

    DOI: 10.1038/s41467-020-20370-2

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    Other Link: http://www.nature.com/articles/s41467-020-20370-2

  • Quantitative prediction of grain boundary thermal conductivities from local atomic environments Reviewed

    Susumu Fujii, Tatsuya Yokoi, Craig A. J. Fisher, Hiroki Moriwake, Masato Yoshiya

    Nature Communications   11   1854   2020.4

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    DOI: 10.1038/s41467-020-15619-9

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  • Atomistic mechanisms of thermal transport across symmetric tilt grain boundaries in MgO Reviewed

    Susumu Fujii, Tatsuya Yokoi, Masato Yoshiya

    Acta Materialia   171   154 - 162   2019.6   ISSN:1359-6454

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    © 2019 Acta Materialia Inc. Grain boundaries often have a decisive effect on the macroscopic properties of polycrystalline materials, but the wide variety of their atomic structures, interfacial lengths, and compositions makes them difficult to characterize all-encompassingly. An indispensable example in which an understanding of the relationship between grain boundary structures and properties would greatly facilitate development of superior materials is thermal transport, especially with respect to microstructure evolution, thermoelectrics and thermal barrier coatings. To contribute to a more comprehensive understanding, we performed a systematic study of lattice thermal conduction across a wide range of symmetric tilt grain boundaries in MgO using perturbed molecular dynamics. It was found that thermal conductivities vary significantly with grain boundary structure but are strongly correlated with excess volume, which is a measure of the number density of atoms in the vicinity of the grain boundary planes. Real-space analysis revealed that dislocation densities determine the phonon transport paths and thermal conductivity in low-angle boundaries whereas it is the amount of open volume rather than the shape of structural units in high-angle boundaries that determine thermal conductivity. We also found that low-angle boundaries mainly reduce phonon transports at low frequencies whereas high-angle boundaries also reduce it at intermediate and high frequencies effectively, regardless of the shape of structural units. These insights are expected to be applicable to other close-packed oxide systems, and should aid the design of next-generation thermal materials through tailoring of grain boundaries.

    DOI: 10.1016/j.actamat.2019.04.009

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  • Proton Conduction Mechanisms in Spinel Compounds: A First-Principles Study of Structural and Elemental Effects

    Shotaro Yoshida, Susumu Fujii, Masato Yoshiya

    The Journal of Physical Chemistry C   2025.4

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    Authorship:Corresponding author   Publishing type:Research paper (scientific journal)  

    DOI: 10.1021/acs.jpcc.5c01341

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  • Interaction between Cu–S-Based Sphalerite-like Frameworks and Interstitial Cations in Colusite-Based Thermoelectric Materials Reviewed International coauthorship International journal

    Koichiro Suekuni, Takashi Hagiwara, Susumu Fujii, Shota Ochi, Seiya Takahashi, Eiji Nishibori, Hidetaka Kasai, Philipp Sauerschnig, Michihiro Ohta, Emmanuel Guilmeau, Kosuke Naemura, Masato Yoshiya, Michitaka Ohtaki

    ACS Applied Energy Materials   2025.3   ISSN:2574-0962 eISSN:2574-0962

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    Authorship:Corresponding author   Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/acsaem.4c03142

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  • Phonon thermal conduction near perfect and extended edge dislocations in strontium titanate Reviewed

    Wataru Sekimoto, Tomofumi Hara, Susumu Fujii, Masato Yoshiya

    Journal of the American Ceramic Society   2025.2

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1111/jace.20438

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  • Lone Pair Induced 1D Character and Weak Cation–Anion Interactions: Two Ingredients for Low Thermal Conductivity in Mixed-Anion Metal Chalcohalide CuBiSCl2 Reviewed International coauthorship

    Xingchen Shen, Koushik Pal, Paribesh Acharyya, Prof. B Raveau, Philippe BOULLAY, Oleg I. Lebedev, Carmelo Prestipino, Susumu Fujii, Chun-Chuen Yang, I-Yu Tsao, Adèle Renaud, Pierric Lemoine, Christophe Candolfi, Emmanuel Guilmeau

    Journal of the American Chemical Society   2024.10   ISSN:0002-7863

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    DOI: 10.1021/jacs.4c10520

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  • Is the Presence of Sn2+ a Crucial Factor for the Generation of Low Thermal Conductivity in Tin-Based Sulfides? Reviewed International coauthorship

    Florentine Guiot, Carmelo Prestipino, Emmanuel Guilmeau, Paribesh Acharyya, Bernard Raveau, Susumu Fujii, Kaiyuan Yao, Thang Tran, Vincent Dorcet, Bernard Malaman, Thierry Schweitzer, Erik Elkaïm, Masato Yoshiya, Pierric Lemoine

    Inorganic Chemistry   63 ( 32 )   14889 - 14904   2024.8   ISSN:0020-1669 eISSN:1520-510X

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    Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/acs.inorgchem.4c01193

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  • Lone-Pair-Driven Structure Dimensionality: the Way to Ultralow Thermal Conductivity in PbmBi2S3+m Sulfides Reviewed International coauthorship

    Krishnendu Maji, Bernard Raveau, Susumu Fujii, Taichi Arai, Sylvain Le Tonquesse, Carmelo Prestipino, Paribesh Acharyya, Masato Yoshiya, Emmanuel Guilmeau

    Chemistry of Materials   36 ( 9 )   4631 - 4641   2024.4

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1021/acs.chemmater.4c00392

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  • Interatomic potentials for cubic zirconia and yttria-stabilized zirconia optimized by genetic algorithm Reviewed

    Susumu Fujii, Akihide Kuwabara

    Computational Materials Science   223   112722   2024.1

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    DOI: 10.1016/j.commatsci.2023.112722

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  • Enhanced reduction of thermal conductivity across kink dislocation textures in magnesium oxide (Cover) Reviewed

    Wataru Sekimoto, Susumu Fujii, Masato Yoshiya

    Journal of the Ceramic Society of Japan   131 ( 10 )   595 - 599   2023.10   ISSN:1348-6535

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Ceramic Society of Japan  

    DOI: 10.2109/jcersj2.23066

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  • Potassium-rich antiperovskites K<sub>3</sub>HTe and K<sub>3</sub>FTe and their structural relation to lithium and sodium counterparts Reviewed

    Koji Okada*, Susumu Fujii*, Cédric Tassel, Shenghan Gao, Hiroki Ubukata, Wenli Pan, Kentaro Yamamoto, Yoshiharu Uchimoto, Akihide Kuwabara, Hiroshi Kageyama

    Dalton Transactions   53   9026 - 9031   2023   ISSN:1477-9226 eISSN:1477-9234

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher:Royal Society of Chemistry (RSC)  

    Unlike perovskite oxides, antiperovskites M<sub>3</sub>HCh and M<sub>3</sub>FCh (M = Li, Na; Ch = S, Se, Te) mostly retain their ideal cubic structure owing to anionic size flexibility and low-energy phonon modes that promote their ionic conductivity.

    DOI: 10.1039/d3dt01039b

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  • Engineering Transport Properties in Interconnected Enargite‐Stannite Type Cu<sub>2+<i>x</i></sub>Mn<sub>1−<i>x</i></sub>GeS<sub>4</sub> Nanocomposites (Very Important Paper) Reviewed

    V. Pavan Kumar, S. Passuti, B. Zhang, S. Fujii, K. Yoshizawa, P. Boullay, S. Le Tonquesse, C. Prestipino, B. Raveau, P. Lemoine, A. Paecklar, N. Barrier, X. Zhou, M. Yoshiya, K. Suekuni, E. Guilmeau

    Angewandte Chemie International Edition   61 ( 49 )   2022.11   ISSN:1433-7851 eISSN:1521-3773

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    Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Abstract

    Understanding the mechanisms that connect heat and electron transport with crystal structures and defect chemistry is fundamental to develop materials with thermoelectric properties. In this work, we synthesized a series of self‐doped compounds Cu<sub>2+x</sub>Mn<sub>1−x</sub>GeS<sub>4</sub> through Cu for Mn substitution. Using a combination of powder X‐ray diffraction, high resolution transmission electron microscopy and precession‐assisted electron diffraction tomography, we evidence that the materials are composed of interconnected enargite‐ and stannite‐type structures, via the formation of nanodomains with a high density of coherent interfaces. By combining experiments with ab initio electron and phonon calculations, we discuss the structure–thermoelectric properties relationships and clarify the interesting crystal chemistry in this system. We demonstrate that excess Cu<sup>+</sup> substituted for Mn<sup>2+</sup> dopes holes into the top of the valence band, leading to a remarkable enhancement of the power factor and figure of merit ZT.

    DOI: 10.1002/anie.202210600

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    Other Link: https://onlinelibrary.wiley.com/doi/full-xml/10.1002/anie.202210600

  • Na<sub>3</sub>H(ZnH<sub>4</sub>) Antiperovskite: A Large Octahedral Distortion with an Off-Centering Hydride Anion Coupled to Molecular Hydride Reviewed

    Shenghan Gao, Cédric Tassel, Susumu Fujii, Hiroki Ubukata, Tong Zhu, Datong Zhang, Thibault Broux, Takashi Saito, Chengchao Zhong, Emre Yoruk, Kentaro Yamamoto, Akihide Kuwabara, Yoshiharu Uchimoto, Hiroshi Kageyama

    Chemistry of Materials   34 ( 15 )   6815 - 6823   2022.7   ISSN:0897-4756 eISSN:1520-5002

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    Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/acs.chemmater.2c00958

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  • Direct numerical analyses of nanoscale thermal transport near MgO edge dislocations Reviewed

    Wataru Sekimoto, Susumu Fujii, Masato Yoshiya

    Scripta Materialia   202   113991 - 113991   2021.9   ISSN:1359-6462

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    We report numerical analyses to examine the impact of edge dislocation onto phonon thermal conduction in its vicinity. Two types of edge dislocations, one with open core and another with densely-packed core, show different magnitude of suppression of thermal conductivity across dislocation lines, more than crystallographic anisotropy. It is also found that small density of dislocations effectively scatters phonons lowering thermal conductivity while higher density of dislocations is less effective to suppress thermal conduction. Detailed analyses on bond strains and atomic vibrational states indicated that, while linear dependence of atomic thermal conductivity is found when bond strain is small as in elastic strain field, non-linear/anharmonic dependence of atomic thermal conductivity emerges for the highly strained and under-coordinated atoms at the cores. A combination of these leads to remarkable suppression in thermal conductivity at non-arrayed dislocations even if atoms are positioned away from dislocation core.

    DOI: 10.1016/j.scriptamat.2021.113991

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  • Theoretical investigation of tetrahedral distortion of four-coordinate iron(II) centres in FePd(CN)4 (Hot Articles) Reviewed

    Susumu Fujii, Ryo Ohtani, Akihide Kuwabara

    Dalton Transactions   50 ( 6 )   1990 - 1994   2021   ISSN:1477-9226 eISSN:1477-9234

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher:Royal Society of Chemistry ({RSC})  

    <p>The Jahn–Teller-like effect on the tetrahedral geometry of d<sup>6</sup> iron(<sc>ii</sc>) is caused by its unequally occupied e orbitals with non-bonding nature.</p>

    DOI: 10.1039/D0DT04155F

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  • Responsive Four‐Coordinate Iron(II) Nodes in FePd(CN) 4 Reviewed

    Ryo Ohtani, Hiromu Matsunari, Takafumi Yamamoto, Koji Kimoto, Masaaki Isobe, Kotaro Fujii, Masatomo Yashima, Susumu Fujii, Akihide Kuwabara, Yuh Hijikata, Shin‐ichiro Noro, Masaaki Ohba, Hiroshi Kageyama, Shinya Hayami

    Angewandte Chemie International Edition   132 ( 43 )   19254 - 19259   2020.10   ISSN:1433-7851 eISSN:1521-3773

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    Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    DOI: 10.1002/ange.202008187

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    Other Link: https://onlinelibrary.wiley.com/doi/full-xml/10.1002/anie.202008187

  • Role of Phonons on Phase Stabilization of RE2Si2O7 over Wide Temperature Range (RE = Yb, Gd) Reviewed

    Susumu Fujii, Arata Ioki, Tatsuya Yokoi, Masato Yoshiya

    Journal of the European Ceramic Society   40 ( 3 )   780 - 788   2019.10   ISSN:0955-2219 eISSN:1873-619X

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    © 2019 Thermodynamic phase stabilities of α, β, γ and δ polymorphs of RE2Si2O7 (RE = Yb, Gd), promising candidates for environmental barrier coating systems of gas turbine engines in next generations, were investigated using harmonic and quasi-harmonic lattice dynamics in conjunction with ab initio calculations. By quantifying their Gibbs free energies with dynamics of atoms taken into account, we showed the phase stability of β-Yb2Si2O7 up to melting temperature under an ideal condition, and also under thermal stresses, ensuring the reliability of β-Yb2Si2O7 in environmental barrier coating systems. It was also found that the difference of anharmonic phonons in these polymorphs, which was measured as mode Grüneisen parameters, significantly changed their phonon free energies and invoked the formation of δ-Gd2Si2O7 at high temperature. These results enable a quantitative comprehension of the phase transformation of RE2Si2O7 and future discussions of other factors which may affect the phase stability such as lattice defects.

    DOI: 10.1016/j.jeurceramsoc.2019.10.060

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  • Numerical Analyses of Nanoscale Thermal Transport across Homogeneous and Heterogeneous Si Interfaces by Perturbed Molecular Dynamics

    N. Watanabe, K. Funai, S. Fujii, M. Yoshiya, Y. Nakamura

    AMTC Lett.   6   244 - 245   2019.6

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    Publishing type:Research paper (international conference proceedings)  

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  • Uneven Scattering at Nano-Interfaces for Selective Transport of Electrons and Phonons

    R. Nishioka, A. K. Saha, S. Fujii, M. Yoshiya

    AMTC Lett.   6   210 - 211   2019.6

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  • Phase Transformation Dominated by Phonon Anharmonicity in RE2Si2O7 Examined by Quasi-Harmonic Lattice Dynamics

    S. Fujii, A. Ioki, Tatsuya Yokoi, M. Yoshiya, T. Ogawa, Taishi Yokoi, S. Kitaoka

    AMTC Lett.   6   200 - 201   2019.6

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  • Quantifying Anharmonic Vibrations in Thermoelectric Layered Cobaltites and Their Role in Suppressing Thermal Conductivity Reviewed

    Susumu Fujii, Masato Yoshiya, Craig A. J. Fisher

    Scientific Reports   8 ( 1 )   2018.12   ISSN:2045-2322 eISSN:2045-2322

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    Optimizing multiple materials properties which are simultaneously in competition with each other is one of the chief challenges in thermoelectric materials research. Introducing greater anharmonicity to vibrational modes is one strategy for suppressing phonon thermal transport in crystalline oxides without detrimentally affecting electronic conductivity, so that the overall thermoelectric efficiency can be improved. Based on perturbed molecular dynamics and associated numerical analyses, we show that CoO2 layers in layered cobaltite thermoelectrics NaxCoO2 and Ca3Co4O9 are responsible for most of the in-plane heat transport in these materials, and that the non-conducting intermediate layers in the two materials exhibit different kinds of anharmonicity. More importantly, thermal conduction is shown to be altered by modifying the structure of the intermediate layers. The simulation methods developed to quantify the effect of anharmonic atomic vibrations on thermal conductivity provide a new tool for the rational design of thermoelectric materials, and the insights gained should hasten the attainment of higher conversion efficiencies so that thermoelectrics can be put to widespread practical use.

    DOI: 10.1038/s41598-018-29259-z

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    Other Link: http://www.nature.com/articles/s41598-018-29259-z

  • Hierarchically Structured Thermoelectric Materials in Quaternary System Cu–Zn–Sn–S Featuring a Mosaic-type Nanostructure Reviewed

    Li Chao, Shen Yawei, Huang Rong, Kumamoto Akihito, Chen Shiyou, Dai Chenmin, Yoshiya Masato, Fujii Susumu, Funai Kohei, Fisher Craig A. J, Wang Yifeng, Qi Ruijuan, Duan Chun-Gang, Pan Lin, Chu Junhao, Hirayama Tsukasa, Ikuhara Yuichi

    ACS Applied Nano Materials   1 ( 6 )   2579 - 2588   2018.6   ISSN:2574-0970

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    DOI: 10.1021/acsanm.8b00278

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  • First-Principles Study of Thermal Expansion Coefficient of Complex Oxides for Thermal Barrier Coating

    Y. Akada, S. Fujii, T. Yokoi, M. Yoshiya

    AMTC Lett.   5   134 - 135   2016.5

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  • Systematic Study of Mechanism of Thermal Expansion in Silicides for Date-driven Materials Design

    R. Ishimura, S. Fujii, M. Yoshiya

    AMTC Lett.   5   122 - 123   2016.5

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  • Lattice Thermal Conduction of Two-Dimensional CoO2 Layers in Thermoelectric Cobaltites

    S. Fujii, M. Yoshiya

    AMTC Lett.   5   118 - 119   2016.5

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  • Manipulating Thermal Conductivity by Interfacial Modification of Misfit-Layered Cobaltites Ca3Co4O9 Reviewed

    Susumu Fujii, Masato Yoshiya

    Journal of Electronic Materials   45 ( 3 )   1217 - 1226   2016.3   ISSN:0361-5235 eISSN:1543-186X

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    The phonon thermal conductivities of misfit-layered Ca3Co4O9, Sr3Co4O9, and Ba3Co4O9 were calculated using the perturbed molecular dynamics method to clarify the impact of lattice misfit on the phonon thermal conduction in misfit-layered cobaltites. Substitution of Sr and Ba for Ca substantially modified the magnitude of the lattice misfit between the CoO2 and rock salt (RS) layers, because of the different ionic radii, increasing overall phonon thermal conductivity. Further analyses with intentionally changed atomic masses of Ca, Sr, or Ba revealed that smaller ionic radius at the Ca site in the RS layer, instead of heavier atomic mass, is a critical factor suppressing the overall thermal conductivity of Ca3Co4O9, since it determines not only the magnitude of lattice misfit but also the dynamic interference between the two layers, which governs the phonon thermal conduction in the CoO2 and RS layers. This concept was demonstrated for Sr-doped Ca3Co4O9 as an example of atomistic manipulation for better thermoelectric properties. Phonon thermal conductivities not only in the RS layer but also in the CoO2 layer were reduced by the substitution of Sr for Ca. These results provide another strategy to improve the thermal conductivity of this class of misfit cobaltites, that is, to control the thermal conductivity of the CoO2 layer responsible for electronic and thermal conductivity by atomistic manipulation in the RS layer adjacent to the CoO2 layer.

    DOI: 10.1007/s11664-015-3938-7

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  • Analysis of Relationship between Dynamic Interlayer Interactions and Phonon Thermal Conduction in Ca3Co4O9

    S. Fujii, A. Yumura, Y. Miyauchi, M. Tada, M. Yoshiya, H. Yasuda

    AMTC Lett.   4   112 - 113   2014.6

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  • Suppression of Thermal Conduction without Deteriorating Electronic Properties of Magneli Phase Titanium Oxides by Doping Impurities

    D. Kanayama, A. Yumura, S. Fujii, T. Yokoi, Y. Miyauchi, M. Yoshiya

    AMTC Lett.   4   118 - 119   2014.6

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  • Impact of Dynamic Interlayer Interactions on Thermal Conductivity of Ca3Co4O9 Reviewed

    Susumu Fujii, Masato Yoshiya, Akuto Yumura, Yohei Miyauchi, Masahiro Tada, Hideyuki Yasuda

    Journal of Electronic Materials   43 ( 6 )   1905 - 1915   2014.6   ISSN:0361-5235 eISSN:1543-186X

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    The phonon thermal conductivity of misfit-layered Ca3Co4O9 has been calculated by perturbed molecular dynamics using a classical force field. Detailed numerical analyses reveal that, in spite of its smaller cross-sectional area, the CoO2 layer transports more heat than the thicker rock salt (RS) layer, although its local thermal conduction is more suppressed than in another layered cobaltite, Na (x) CoO2. The origins of these differences have been elucidated through careful examination of the atomic arrangements in each layer. Since thermal conduction in the RS layer can be reduced without deteriorating electronic properties for which the CoO2 layer is responsible, it is suggested that the RS layer should be modified to further suppress the overall in-plane thermal conductivity. Computational experiments with increasing number of Ca-O planes in the RS layer showed the opposite trend to what can be predicted based on the misfit between two dissimilar layers. Further analyses to reveal the origin of these unexpected results provide yet another strategy to further decrease the thermal conductivity, namely to control the dynamic interference between atoms across the interface between two layers.

    DOI: 10.1007/s11664-013-2902-7

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Books

  • 計算科学を活用した熱電変換材料の研究開発動向

    森 孝雄, 塩見 淳一郎, 臼井 秀知, 黒木 和彦, 宮田 全展, 松浦 弘泰, 小形 正男, 山本 貴博, 只野 央将, 吉矢 真人, 下野 昌人, 堀 琢磨, 大西 正人, 黒川 裕之, 當眞 友太, 渡辺 真也, 渡辺 友梨奈, 大堀 剛史, 大串 哲朗, 飯田 努, 藤井 進(Role:Joint author結晶粒界における格子熱伝導機構と情報科学的手法による予測・理解)

    株式会社シーエムシー・リサーチ  2022.4    ISBN:9784910581187

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Presentations

  • 大規模欠陥計算と機械学習によるプロトン伝導性酸化物の探索 Invited

    藤井 進

    物性研究所スパコン共同利用・CCMS合同研究会「機械学習と計算物性科学の未来」  2025.4 

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    Event date: 2025.4

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  • Discovery of unconventional proton-conducting oxides: computational screening and interpretable machine learning based on defect chemistry Invited International conference

    Susumu Fujii, Yuta Shimizu, Kota Tsujikawa, Junji Hyodo, Akihide Kuwabara, Yoshihiro Yamazaki

    The Fourteenth International Conference on the Science and Technology for Advanced Ceramics (STAC14)  2024.10 

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    Event date: 2024.10

    Language:English   Presentation type:Oral presentation (invited, special)  

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  • 熱電材料における格子欠陥のインフォマティクス Invited

    藤井 進

    日本熱電学会第29回研究会  2024.5 

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    Event date: 2024.5

    Presentation type:Oral presentation (invited, special)  

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  • Synthesizable discovery of unconventional proton-conducting oxides by computation and machine learning for defect chemistry (Keynote) Invited

    Susumu Fujii, Yuta Shimizu, Junji Hyodo, Akihide Kuwabara, Yoshihiro Yamazaki

    The 15th Pacific Rim Conference of Ceramic Societies (PACRIM15) and The 13th International Conference on High-Performance Ceramics (CICC-13)  2023.11 

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    Event date: 2023.11

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  • Exploration for non-perovskite proton-conducting oxides using high-throughput computation and machine learning Invited

    S. Fujii, Y. Shimizu, J. Hyodo, A. Kuwabara, Y. Yamazaki

    6th International Symposium on Frontiers in Materials Science (FMS2022)  2022.11 

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    Event date: 2022.11

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  • 計算科学と機械学習による格子欠陥構造-機能相関解明と新材料探索 Invited

    藤井進

    日本金属学会2022年秋期講演大会  2022.9 

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    Event date: 2022.9

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  • Mechanisms of interfacial thermal transport at nanoscale examined by atomistic simulations Invited

    S. Fujii

    International Union of Materials Research Societies - International Conference on Advanced Materials (IUMRS-ICAM2021)  2022.8 

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    Event date: 2022.8

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  • Correlation between grain boundary structure and thermal conductivity: a computational and machine learning approach Invited

    Susumu Fujii, Tatsuya Yokoi, Atsuto Seko, Masato Yoshiya

    14th Pacfic Rim Conference on Ceramic and Glass Technology (PACRIM14) and GOMD 2021 Division Meeting  2021.12 

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    Event date: 2021.12

    Presentation type:Oral presentation (invited, special)  

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  • Nanoscale thermal transport at ceramic interfaces: a computational and machine learning approach Invited

    Susumu Fujii, Tatsuya Yokoi, Atsuto Seko, Masato Yoshiya

    1st Japan-France Virtual Workshop on Thermoelectrics 

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    Event date: 2021.9

    Presentation type:Oral presentation (invited, special)  

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  • Accurately predicting thermal conductivities across ceramic grain boundaries using a machine learning approach Invited

    Susumu Fujii, Tatsuya Yokoi, Craig A. J. Fisher, Masato Yoshiya

    8th International Congress on Ceramics (ICC8)  2021.4 

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  • ソフトなアニオンを有する新規逆ペロブスカイト化合物の結晶構造とアルカリイオン伝導 Invited

    藤井進, 高勝寒, 桑原彰秀, 陰山洋

    第1回計算イオニクス研究会(第78回固体イオニクス研究会)  2021.7 

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  • 第⼀原理計算によるドーパント固溶限の推定:BaZrO3をモデルとした理論的検討

    藤井進, 山崎仁丈

    第50回固体イオニクス討論会  2024.12 

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    Event date: 2024.12

    Presentation type:Oral presentation (general)  

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  • Phonon thermal conduction in PbTe investigated using artificial neural network potential

    藤井進, 横井達矢, 松永克志

    第21回 日本熱電学会学術講演会  2024.9 

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    Event date: 2024.9

    Presentation type:Poster presentation  

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  • 欠陥化学計算と機械学習による非従来型プロトン伝導性酸化物の発見

    藤井進, 清水雄太, 辻川皓太, 兵頭潤次, 山崎仁丈, 桑原彰秀

    第18回固体イオニクスセミナー  2024.9 

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    Event date: 2024.9

    Presentation type:Poster presentation  

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  • Grain boundary atomic structures that effectively suppress lattice thermal conduction determined by computation and machine learning

    S. Fujii, T. Tanaka, H. Isobe, K. Shimazaki, M. Yoshiya

    The 39th Annual International Conference on Thermoelectrics (ICT2023)  2023.6 

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    Event date: 2023.6

    Presentation type:Oral presentation (general)  

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  • 理論計算による粒界熱伝導解析と情報科学的手法による理解 Invited

    藤井 進

    CREST-さきがけ複合領域「情報計測」令和3年度 材料分野における情報計測クラスタ会議  2022.3 

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    Event date: 2022.3

    Presentation type:Oral presentation (invited, special)  

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  • 計算科学と情報科学による粒界原子構造ー熱伝導相関の解明

    藤井進, 横井達矢, 吉矢真人

    第15回物性科学領域横断研究会  2021.11 

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    Event date: 2021.11

    Presentation type:Oral presentation (general)  

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  • 計算科学を用いた界面構造・微細組織による熱伝導率低下機構の解明 Invited

    藤井進

    環境調和材料研究会  2019.3 

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  • 計算科学と機械学習による粒界および多結晶体における熱伝導性の理解 Invited

    藤井進

    第1回デジタルツイン多結晶創製研究会  2023.10 

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  • 摂動分子動力学法による層状酸化物のフォノン熱伝導機構の解明 Invited

    藤井進, 吉矢真人

    第77回応用物理学会秋季学術講演会  2016.9 

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  • セラミックス材料における粒界構造ー熱伝導度相関解明の取り組み Invited

    藤井進, 横井達矢, 世古敦人, 吉矢真人

    日本セラミックス協会第34回秋季シンポジウム  2021.9 

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  • Suppression Mechanism of Thermal Conductivity in Thermoelecric Layered Cobaltites Invited International conference

    Susumu Fujii, Masato Yoshiya

    Joint 5th Int’l Symposium on Frontiers in Materials Science & 3rd Int’l Symposium on Nano-materials, Technology and Applications (FMS-NANOMATA2019)  2019.11 

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  • Role of Soft Anions in Phase Stability and Cation Transport in Antiperovskites

    S. Fujii, S. Gao, C. Tassel, A. Kuwabara, H. Kageyama

    The 5th International Conference of Young Researchers on Advanced Materials (IUMRS-ICYRAM2022)  2022.8 

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  • Phonon-assisted ionic transport in alkali-rich antiperovskites with soft anionic sublattices

    S. Fujii, S. Gao, A. Kuwabara, H. Kageyama

    The Twelfth International Conference on the Science and Technology for Advanced Ceramics (STAC12)  2021.7 

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  • Microscopic Thermal Conduction Mechanism in Grain Boundaries Examined by Perturbed Molecular Dynamics and Structural Descriptor Invited

    Susumu Fujii, Tatsuya Yokoi, Masato Yoshiya

    29th Annual Meeting of MRS-J  2019.11 

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MISC

  • Mechanisms of thermal conduction at grain boundaries and in nanocrystalline materials by computational and machine learning techniques Invited Reviewed

    Susumu Fujii

    Oyo Buturi   91 ( 5 )   276 - 279   2022.5

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    Authorship:Lead author, Last author, Corresponding author   Publishing type:Article, review, commentary, editorial, etc. (other)  

    DOI: 10.11470/oubutsu.91.5_276

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  • ソフトな陰イオンを有する逆ペロブスカイト中の高速Li+/Na+伝導 Invited

    藤井進, 高勝寒, タッセル セドリック, 桑原彰秀, 陰山洋

    セラミックス   56 ( 9 )   561 - 565   2021

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  • Constructing a Prediction Model for Grain Boundary Thermal Conductivities based on Systematic Calculations and Machine Learning Invited

    Susumu Fujii

    セラミックス   55 ( 9 )   652 - 655   2020.9

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  • Frontiers of Novel Functionality at Dislocation Cores

    Masato Yoshiya, Atsutomo Nakamura, Susumu Fujii, Yu Oshima, Tatsuya Yokoi, Katsuyuki Matsunaga

    Materia Japan   61 ( 10 )   629 - 633   2022.10   ISSN:1340-2625 eISSN:1884-5843

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    Publisher:Japan Institute of Metals  

    DOI: 10.2320/materia.61.629

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  • ナノスケールでの粒界熱伝導度の予測モデル構築と物理的解釈 Invited Reviewed

    藤井 進

    材料の科学と工学(日本材料科学会誌)   58 ( 6 )   216 - 219   2021.12

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  • Accurately Predicting Grain Boundary Thermal Conductivities Using a Machine Learning Approach Invited

    藤井 進

    機能材料   40 ( 11 )   14 - 22   2020.11

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (trade magazine, newspaper, online media)  

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  • 低熱伝導性をもたらす粒界局所構造の解明:系統的計算と機械学習

    藤井進, 藤井進, 藤井進, 横井達矢, 横井達矢, フィッシャー クレイグ, 森分博紀, 森分博紀, 吉矢真人, 吉矢真人

    日本金属学会講演大会(Web)   167th   2020

  • 結晶粒界構造に基づく熱伝導度の直接予測

    藤井進, FISHER Craig, 森分博紀, 横井達矢, 吉矢真人

    JFCC研究成果集   2020   2020

  • ミスフィット型層状酸化物Ca3Co4O9の熱伝導機構 Invited

    藤井 進

    日本熱電学会誌   12 ( 3 )   10 - 12   2015

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

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  • 原子レベル計算による層状Co酸化物のフォノン熱伝導解析 Invited

    藤井 進

    日本熱電学会誌   12 ( 2 )   4 - 6   2015

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Professional Memberships

  • THE JAPAN INSTITUTE OF METALS AND MATERIALS

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  • The Thermoelectrics Society of Japan

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  • 日本固体イオニクス学会

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  • The Ceramic Society of Japan

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Committee Memberships

  • 日本熱電学会   広報委員  

    2022.9 - Present   

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    Committee type:Academic society

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  • The 5th International Union of Materials Research Societies International Conference of Young Researchers on Advanced Materials (IUMRS-ICYRAM2022)   Organizing Committee  

    2022.1 - 2022.8   

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    Committee type:Academic society

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  • 日本金属学会   まてりあ編集委員  

    2021.4 - Present   

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    Committee type:Academic society

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  • 日本熱電学会   学会誌編集委員  

    2019.11 - Present   

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    Committee type:Academic society

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Academic Activities

  • 国際学術雑誌の査読 International contribution

    Role(s): Review, evaluation, Peer review

    2024.4 - 2025.3

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    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:2

Research Projects

  • 格子欠陥のインフォマティクスによる熱電特性制御

    Grant number:JPMJFR235X  2024.10 - 2032.3

    Japan Science and Technology Agency  Fusion oriented research for disruptive science and technology 

    Susumu Fujii

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    Authorship:Principal investigator  Grant type:Competitive funding other than Grants-in-Aid for Scientific Research

    無機固体材料の中には、ナノスケールの格子欠陥が含まれている。この格子欠陥は、通常現れる規則的な原子配列とは異なる構造を持つために、様々な材料機能に影響を与える。本研究では、計算科学とデータ科学により、多様な形態の格子欠陥と材料機能を定量的に結びつけ、ミクロな情報から巨視的な材料機能を予測する基盤技術の構築を目指す。これにより、熱電変換材料等のエネルギー問題解決に役立つ材料の開発に貢献する。

  • 超低温動作プロトン伝導性酸化物電解質の加速的開発

    Grant number:JPMJGX23H0  2024.4 - 2027.3

    Japan Science and Technology Agency  Green technology of excellence 

    Yoshihiro Yamazaki; Junji Hyodo; Susumu Fujii; Kota Tsujikawa

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    Authorship:Research collaborator  Grant type:Competitive funding other than Grants-in-Aid for Scientific Research

    2040年頃のHDVに用いられる次世代燃料電池システム実現のために第一世代の燃料電池を根本から見直し、アカデミアの力を結集して燃料電池の主要材料である触媒、電解質膜、アイオノマーに用いられる革新的材料を開発し、それらを用いてHDV用途に利用可能な燃料電池システムを開発することを目的とする。  本研究開発では、(1)プロトン伝導膜を用いた燃料電池(PEMFC)グループ、(2) アニオン交換膜を用いる燃料電池(AEMFC)グループ、(3) 高温プロトン伝導体を用いる燃料電池(PCFC)グループに分かれ、これら3つの燃料電池システムを対象として開発を進めるとともに、 (4)セル評価、システムデザインを担当するシステム化グループ、(5)先端解析、計算的手法、データ科学を駆使する先端計測・データ科学グループの2つの横串グループで各システム開発をサポートする。

  • フォノンモードに着目した固体電解質中の高速イオン伝導機構の解明

    Grant number:23K13544  2023.4 - 2026.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Early-Career Scientists

    藤井 進

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    Authorship:Principal investigator  Grant type:Scientific research funding

    電池の大型化、高エネルギー密度化、安全性の向上を目指し、全固体電池の開発が進められている。その実用化における課題の一つが、高いイオン伝導度を示す固体電解質の探索である。本研究では、新物質や既知の高イオン伝導体を対象に原子・電子レベル計算を行い、特定のイオン振動によって促進される高速イオン伝導機構の存在を明らかにする。得られた知見を元に、物質中のイオンの振動状態を指標とした、新たな固体電解質の探索指針の提案を試みる。

  • Hydrogen ion ceramics

    Grant number:22H04914  2022.4 - 2027.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Specially Promoted Research

    陰山 洋, 高津 浩, タッセル セドリック, 加藤 大地, 高村 仁, 猪熊 泰英, 内田 さやか, 藤井 進, 小林 俊介, Li Haobo

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    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

    クリーンな元素である水素を軸とした水素社会実現のためには、安定なセラミックス材料は産業応用上かかせない。本研究では、まず、プロトン含有酸化物クラスターを軸にした酸触媒の開発や、固体結晶におけるプロトンを媒介とする新規反応を開拓する。また、ヒドリド含有セラミックスのボトムアップ合成や、分極率が大きいなどのヒドリドの特長を利用してイオン伝導など機能開拓する。さらに、ヒドリド・プロトンの共存・変換を利用した機能開発も目指す。これらの研究を通じ、「水素イオンセラミックス」という新分野の確立とイノベーションの創出を目指す。

  • Predicting Grain Boundary Thermal Conductivitites from Local Atomic Environments

    Grant number:20K15034  2020.4 - 2023.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Early-Career Scientists

    Fujii Susumu

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    Grant type:Scientific research funding

    Grain boundaries (GBs), that are ubiquitously formed between crystal grains of inorganic compounds, have a decisive effect on a variety of material properties. Here, we aimed to reveal the relationship between GB atomic structure and thermal conductivity and its underlying mechanisms. Systematic GB calculations showed that the dominant factor in GB thermal conductivity is the excess volume near the GBs in ionic MgO and SrTiO3, and the variance in bond angles in covalent Si. Using machine learning to the obtained computational data, a model was constructed to accurately predict GB thermal conductivity from the MgO GB structure. As a result, it was found that a small structural distortion effectively reduces GB thermal conductivity. This is a material design guideline to improve the performance of thermoelectric materials and thermal barrier coatings.

  • Theoretical Analysis on Phonon Thermal Conduction at Nanoscale Interfaces

    Grant number:20H05195  2020.4 - 2022.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

    藤井 進

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    Grant type:Scientific research funding

    近年のナノ構造化技術の発展に伴い、電子デバイスや熱電変換等の熱機能性材料中にはナノスケールでの界面が存在する。この界面は材料の熱伝導を著しく低下させることが知られ、その機構解明の重要性は急速に高まっている。本研究では、モデル材料としてSiに着目し、Si中に存在する界面が熱伝導に与える影響を原子レベルで解明する。材料中の熱は原子の集団振動(フォノン)によって伝わるため、その現象を計算科学で模擬・解析し、界面構造に基づく熱伝導制御指針の獲得に繋げる。
    材料中の界面は結晶とは異なる原子構造を持ち、しばしば材料の巨視的特性を決定づける。特に、その特異な構造が熱を輸送する原子振動(フォノン)の伝搬を阻害し、熱伝導性を著しく低下させることが知られている。近年、電子デバイスの小型化やナノ構造化技術の発展に伴い、原子スケールでの界面熱伝導機構を理解する重要性が高まっている。しかし、界面原子構造がフォノン散乱挙動に与える影響やその空間的範囲を解明した研究例は乏しく、界面構造を積極的に活用した熱伝導制御指針は確立されていない。本研究では、原子レベルの熱伝導性を評価可能な摂動分子動力学法と、フォノンの界面透過率を定量化できるPhonon wave packet法を用いて、現象論とフォノン理論の両面から界面熱伝導機構の解明に取り組んだ。
    最終年度である2年目は、主にSi粒界、Si/SiO2界面の熱伝導解析を系統的に実施した。Si粒界については、新規に導入した多コア並列計算機やスーパーコンピュータを用いて、20種程度の粒界の熱伝導度を計算した。その結果、粒界近傍の原子数密度等の構造の乱れが熱伝導を支配することが明らかとなった。
    また、結晶Siと結晶SiO2、結晶SiとアモルファスSiO2の異相界面を対象に、各層の厚みを変化させながら系統的な熱伝導度・フォノン透過率評価を行った。その結果、熱を主に輸送する音響フォノンの透過率がSiO2の構造乱れによって顕著に低下すること、そして界面でのフォノン散乱・反射により結晶Siの熱伝導挙動にも大きな空間依存性が生じることが明らかになった。
    加えて、共有結合性Siとの比較のため、典型的イオン結合材料であるMgOにも本手法を適用したところ、ナノ多結晶体では粒界平行方向の熱伝導性も大きく低下することも明らかになった。
    総じて、ナノスケール界面のフォノン散乱挙動に関して多くの微視的知見が得られた。
    令和3年度が最終年度であるため、記入しない。
    令和3年度が最終年度であるため、記入しない。

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Educational Activities

  • 計算科学および機械学習を用いた材料研究の指導を実施している。
    その内容には、エネルギー材料に関する材料科学の教育のみならず、第一原理計算等の理論計算、スーパコンピュータの活用、およびプログラミングに関する技術指導が含まれる。
    また、物質・材料科学に関する授業科目(基幹教育ならびに学部教育)を担当している。

Class subject

  • 材料工学実験第一

    2025.4 - Present   Spring quarter

  • 無機物質化学I

    2025.4 - Present   Spring quarter

FD Participation

  • 2024.4   Role:Participation   Title:令和6年度 第1回全学FD(新任教員の研修)

    Organizer:University-wide

Travel Abroad

  • 2022.8 - 2022.9

    Staying countory name 1:France   Staying institution name 1:CRISMAT

  • 2016.11 - 2017.2

    Staying countory name 1:France   Staying institution name 1:CRISMAT