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Seko, Atsuto

Graduate School of Engineering, Division of Materials Science and Engineering Associate Professor

Seko, Atsuto
list
    Last Updated :2022/05/13

    Basic Information

    Faculty

    • 工学部

    Academic Degree

    • 修士(工学)(京都大学)
    • 博士(工学)(京都大学)

    ID,URL

    Website(s) (URL(s))

    researchmap URL

    list
      Last Updated :2022/05/13

      Research

      Papers

      • Application of machine learning potentials to predict grain boundary properties in fcc elemental metals
        Takayuki Nishiyama; Atsuto Seko; Isao Tanaka
        PHYSICAL REVIEW MATERIALS, Dec. 2020, Peer-reviewed
      • Machine learning potentials for multicomponent systems: The Ti-Al binary system
        Atsuto Seko
        PHYSICAL REVIEW B, Nov. 2020, Peer-reviewed
      • Enumeration of nonequivalent substitutional structures using advanced data structure of binary decision diagram
        Kohei Shinohara; Atsuto Seko; Takashi Horiyama; Masakazu Ishihata; Junya Honda; Isao Tanaka
        JOURNAL OF CHEMICAL PHYSICS, Sep. 2020, Peer-reviewed
      • Fast material search of lithium ion conducting oxides using a recommender system
        Kota Suzuki; Kosei Ohura; Atsuto Seko; Yudai Iwamizu; Guowei Zhao; Masaaki Hirayama; Isao Tanaka; Ryoji Kanno
        JOURNAL OF MATERIALS CHEMISTRY A, Jun. 2020, Peer-reviewed
      • マテリアルズインフォマティクスによる新材料の開拓
        田中 功; 世古 敦人; 林 博之; 東後 篤史
        現代化学 = Chemistry today, May 2020, Peer-reviewed
      • Prediction of perovskite-related structures in ACuO(3-x) (A = Ca, Sr, Ba, Sc, Y, La) using density functional theory and Bayesian optimization
        Atsuto Seko; Shintaro Ishiwata
        PHYSICAL REVIEW B, Apr. 2020, Peer-reviewed
      • Recommender System of Successful Processing Conditions for New Compounds Based on a Parallel Experimental Data Set
        Hiroyuki Hayashi; Katsuyuki Hayashi; Keita Kouzai; Atsuto Seko; Isao Tanaka
        CHEMISTRY OF MATERIALS, Dec. 2019, Peer-reviewed
      • Group-theoretical high-order rotational invariants for structural representations: Application to linearized machine learning interatomic potential
        Atsuto Seko; Atsushi Togo; Isao Tanaka
        PHYSICAL REVIEW B, Jun. 2019, Peer-reviewed
      • Temperature-dependent phonon spectra of magnetic random solid solutions
        Yuji Ikeda; Fritz Körmann; Biswanath Dutta; Abel Carreras; Atsuto Seko; Jörg Neugebauer; Isao Tanaka
        npj Computational Materials, 01 Dec. 2018
      • Compositional descriptor-based recommender system for the materials discovery
        Atsuto Seko; Hiroyuki Hayashi; Isao Tanaka
        Journal of Chemical Physics, 28 Jun. 2018
      • Linearized machine-learning interatomic potentials for non-magnetic elemental metals: Limitation of pairwise descriptors and trend of predictive power
        Akira Takahashi; Atsuto Seko; Isao Tanaka
        Journal of Chemical Physics, 21 Jun. 2018
      • Exploring a potential energy surface by machine learning for characterizing atomic transport
        Kanamori, Kenta; Toyoura, Kazuaki; Honda, Junya; Hattori, Kazuki; Seko, Atsuto; Karasuyama, Masayuki; Shitara, Kazuki; Shiga, Motoki; Kuwabara, Akihide; Takeuchi, Ichiro
        PHYSICAL REVIEW B, Mar. 2018, Peer-reviewed
      • 材料科学データにおける機械学習の応用
        世古 敦人
        日本物理学会講演概要集, Jan. 2018, Peer-reviewed
      • Matrix- and tensor-based recommender systems for the discovery of currently unknown inorganic compounds
        Atsuto Seko; Hiroyuki Hayashi; Hisashi Kashima; Isao Tanaka
        PHYSICAL REVIEW MATERIALS, Jan. 2018
      • 結晶化合物の物性予測のための原子間距離情報に基づくカーネル設計
        秋田 大空; 馬場 雪乃; 鹿島 久嗣; 世古 敦人
        JSAI大会論文集, Jan. 2018
      • Conceptual and practical bases for the high accuracy of machine learning interatomic potentials: Application to elemental titanium
        Akira Takahashi; Atsuto Seko; Isao Tanaka
        PHYSICAL REVIEW MATERIALS, Nov. 2017
      • Theoretical investigation of solid solution states of Ti1-xVxH2
        Noriko Otani; Akihide Kuwabara; Takafumi Ogawa; Junko Matsuda; Atsuto Seko; Isao Tanaka; Etsuo Akiba
        ACTA MATERIALIA, Aug. 2017
      • First-Principles Selection of Solute Elements for Er-Stabilized Bi2O3 Oxide-Ion Conductor with Improved Long-Term Stability at Moderate Temperatures
        Kazuki Shitara; Takafumi Moriasa; Akifumi Sumitani; Atsuto Seko; Hiroyuki Hayashi; Yukinori Koyama; Rong Huang; Donglin Han; Hiroki Moriwake; Isao Tanaka
        CHEMISTRY OF MATERIALS, Apr. 2017
      • Representation of compounds for machine-learning prediction of physical properties
        Atsuto Seko; Hiroyuki Hayashi; Keita Nakayama; Akira Takahashi; Isao Tanaka
        PHYSICAL REVIEW B, Apr. 2017
      • Mode decomposition based on crystallographic symmetry in the band-unfolding method
        Yuji Ikeda; Abel Carreras; Atsuto Seko; Atsushi Togo; Isao Tanaka
        PHYSICAL REVIEW B, Jan. 2017
      • 第一原理計算と機械学習を用いた材料物性予測 (第一原理からの物性シミュレーション特集号) -- (材料物性とインフォマティクス)
        世古 敦人; 田中 功
        固体物理, Jan. 2017
      • Prediction model of band gap for inorganic compounds by combination of density functional theory calculations and machine learning techniques
        Joohwi Lee; Atsuto Seko; Kazuki Shitara; Keita Nakayama; Isao Tanaka
        PHYSICAL REVIEW B, Mar. 2016, Peer-reviewed
      • 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
        Kazuaki Toyoura; Daisuke Hirano; Atsuto Seko; Motoki Shiga; Akihide Kuwabara; Masayuki Karasuyama; Kazuki Shitara; Ichiro Takeuchi
        PHYSICAL REVIEW B, Feb. 2016, Peer-reviewed
      • マテリアルズ・インフォマティクスに基づいた材料および機能探索
        田中 功; 世古 敦人; 森分 博紀
        Fine ceramics report, Jan. 2016
      • ガウス過程と動的計画法を用いたプロトン伝導体の伝導度推定 (情報論的学習理論と機械学習) -- (情報論的学習理論ワークショップ(IBIS2016))
        金森 研太; 豊浦 和明; 中島 伸一; 世古 敦人; 烏山 昌幸; 桑原 彰秀; 本多 淳也; 設楽 和希; 志賀 元紀; 竹内 一郎
        電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, Jan. 2016
      • Prediction of Low-Thermal-Conductivity Compounds with First-Principles Anharmonic Lattice-Dynamics Calculations and Bayesian Optimization
        Atsuto Seko; Atsushi Togo; Hiroyuki Hayashi; Koji Tsuda; Laurent Chaput; Isao Tanaka
        PHYSICAL REVIEW LETTERS, Nov. 2015, Peer-reviewed
      • First-principles interatomic potentials for ten elemental metals via compressed sensing
        Atsuto Seko; Akira Takahashi; Isao Tanaka
        PHYSICAL REVIEW B, Aug. 2015, Peer-reviewed
      • 第一原理計算に基づいた材料科学における機械学習の応用(統計数理・機械学習・データマイニング・一般)
        世古 敦人; 田中 功
        電子情報通信学会技術研究報告. IBISML, 情報論的学習理論と機械学習, Jan. 2015, Peer-reviewed
      • ガウス過程を用いた選択的サンプリングとその材料分野への応用 (情報論的学習理論と機械学習 情報論的学習理論ワークショップ(IBIS2015))
        平野 大輔; 豊浦 和明; 世古 敦人
        電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, Jan. 2015
      • Special quasirandom structure in heterovalent ionic systems
        Atsuto Seko; Isao Tanaka
        PHYSICAL REVIEW B, Jan. 2015
      • 23pAJ-4 第一原理計算に基づいたマテリアルズインフォマティクス
        田中 功; 世古 敦人; 東後 篤史
        日本物理学会講演概要集, Jan. 2015, Peer-reviewed
      • マテリアルズ・インフォマティクスの現状と将来展望 (特集 マテリアルズ・インフォマティクス)
        田中 功; 世古 敦人
        Ceramics Japan = セラミックス : bulletin of the Ceramic Society of Japan, Jan. 2015, Peer-reviewed
      • Toward materials discovery with first-principles datasets and learning methods
        Isao Tanaka; Atsuto Seko
        Springer Series in Materials Science, 2015, Peer-reviewed
      • Efficient determination of alloy ground-state structures
        Atsuto Seko; Kazuki Shitara; Isao Tanaka
        PHYSICAL REVIEW B, Nov. 2014
      • Phonon softening in paramagnetic bcc Fe and its relationship to the pressure-induced phase transition
        Yuji Ikeda; Atsuto Seko; Atsushi Togo; Isao Tanaka
        PHYSICAL REVIEW B, Oct. 2014
      • Sparse representation for a potential energy surface
        Atsuto Seko; Akira Takahashi; Isao Tanaka
        PHYSICAL REVIEW B, Jul. 2014, Peer-reviewed
      • Cluster expansion of multicomponent ionic systems with controlled accuracy: importance of long-range interactions in heterovalent ionic systems
        Atsuto Seko; Isao Tanaka
        JOURNAL OF PHYSICS-CONDENSED MATTER, Mar. 2014, Peer-reviewed
      • Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single- and binary-component solids
        Atsuto Seko; Tomoya Maekawa; Koji Tsuda; Isao Tanaka
        Physical Review B - Condensed Matter and Materials Physics, 18 Feb. 2014, Peer-reviewed
      • マルチタスク学習を用いた複数物性値の同時予測(統計数理・機械学習・データマイニング・一般)
        岩瀬 智亮; 世古 敦人; 鹿島 久嗣
        電子情報通信学会技術研究報告. IBISML, 情報論的学習理論と機械学習, Jan. 2014
      • マルチタスク学習を用いた複数物性値の同時予測 (情報論的学習理論と機械学習)
        岩瀬 智亮; 世古 敦人; 鹿島 久嗣
        電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, Jan. 2014
      • Accelerated Materials Design of Lithium Superionic Conductors Based on First-Principles Calculations and Machine Learning Algorithms
        Koji Fujimura; Atsuto Seko; Yukinori Koyama; Akihide Kuwabara; Ippei Kishida; Kazuki Shitara; Craig A. J. Fisher; Hiroki Moriwake; Isao Tanaka
        ADVANCED ENERGY MATERIALS, Aug. 2013, Peer-reviewed
      • Theoretical Photovoltaic Conversion Efficiencies of ZnSnP2, CdSnP2, and Zn1-xCdxSnP2 Alloys
        Tomoyasu Yokoyama; Fumiyasu Oba; Atsuto Seko; Hiroyuki Hayashi; Yoshitaro Nose; Isao Tanaka
        APPLIED PHYSICS EXPRESS, Jun. 2013, Peer-reviewed
      • Cluster expansion with controlled accuracy for the MgO/ZnO pseudobinary system via first-principles calculations
        Bin Liu; Atsuto Seko; Isao Tanaka
        PHYSICAL REVIEW B, Dec. 2012, Peer-reviewed
      • First-principles molecular dynamics study for average structure and oxygen diffusivity at high temperature in cubic Bi2O3
        Atsuto Seko; Yukinori Koyama; Akifumi Matsumoto; Isao Tanaka
        JOURNAL OF PHYSICS-CONDENSED MATTER, Nov. 2012, Peer-reviewed
      • 第一原理熱力学に基づいた相平衡の高精度計算
        世古 敦人
        まてりあ : 日本金属学会会報, Jan. 2012, Peer-reviewed
      • 第一原理熱力学に基づいた相平衡の高精度計算
        世古 敦人
        水曜会誌, Jan. 2012
      • First-principles calculations of the phase diagrams and band gaps in CuInSe2-CuGaSe2 and CuInSe2-CuAlSe2 pseudobinary systems
        Yu Kumagai; Yoshito Soda; Fumiyasu Oba; Atsuto Seko; Isao Tanaka
        PHYSICAL REVIEW B, Jan. 2012, Peer-reviewed
      • Ground-state search in multicomponent magnetic systems
        Yu Kumagai; Atsuto Seko; Fumiyasu Oba; Isao Tanaka
        PHYSICAL REVIEW B, Jan. 2012, Peer-reviewed
      • 高精度第一原理計算に基づいたマテリアルズ・インフォマティクスの展開 (特集 材料設計ソリューションの開発・利用の現状と課題) -- (先端研究開発動向)
        田中 功; 世古 敦人; 大場 史康
        工業材料, Jan. 2012, Peer-reviewed
      • 第一原理熱力学計算によるセラミックス材料の相平衡 (特集 機能元素が拓く新しいセラミックス材料の世界)
        世古 敦人; 大場 史康; 熊谷 悠
        Ceramics Japan : Bulletin of the Ceramic Society of Japan, Jan. 2012, Peer-reviewed
      • 第一原理熱力学計算によるセラミックス材料の相平衡
        世古 敦人; 大場 史康; 熊谷 悠; 田中 功
        セラミックス, Jan. 2012, Peer-reviewed
      • 高精度第一原理計算に基づいた定量的な材料予測--マテリアルズ・インフォマティクスの展開 (特集 セラミックス計算材料設計の進展)
        田中 功; 東後 篤史; 世古 敦人
        セラミックス, Jun. 2011
      • Grouping of structures for cluster expansion of multicomponent systems with controlled accuracy
        Atsuto Seko; Isao Tanaka
        PHYSICAL REVIEW B, Jun. 2011, Peer-reviewed
      • Native defects in oxide semiconductors: a density functional approach
        Fumiyasu Oba; Minseok Choi; Atsushi Togo; Atsuto Seko; Isao Tanaka
        JOURNAL OF PHYSICS-CONDENSED MATTER, Sep. 2010, Peer-reviewed
      • Phase relationships and structures of inorganic crystals by a combination of the cluster expansion method and first principles calculations
        Isao Tanaka; Atsuto Seko; Atsushi Togo; Yukinori Koyama; Fumiyasu Oba
        JOURNAL OF PHYSICS-CONDENSED MATTER, Sep. 2010, Peer-reviewed
      • Classification of spinel structures based on first-principles cluster expansion analysis
        Atsuto Seko; Fumiyasu Oba; Isao Tanaka
        PHYSICAL REVIEW B, Feb. 2010, Peer-reviewed
      • クラスター展開法を用いた相平衡の理論計算 (特集 状態図の第一原理熱力学計算--現状と展望)
        世古 敦人; 田中 功
        金属, Jan. 2010
      • Thermodynamics and structures of oxide crystals by a systematic set of first principles calculations
        Isao Tanaka; Atsushi Togo; Atsuto Seko; Fumiyasu Oba; Yukinori Koyama; Akihide Kuwabara
        JOURNAL OF MATERIALS CHEMISTRY, 2010, Peer-reviewed
      • Cluster expansion method for multicomponent systems based on optimal selection of structures for density-functional theory calculations
        Atsuto Seko; Yukinori Koyama; Isao Tanaka
        PHYSICAL REVIEW B, Oct. 2009, Peer-reviewed
      • First principles calculations of advanced nitrides, oxides and alloys
        Isao Tanaka; Akihide Kuwabara; Koretaka Yuge; Atsuto Seko; Fumiyasu Oba; Katsuyuki Matsunaga
        Key Engineering Materials, 2009, Peer-reviewed
      • First-principles-based phase diagram of the cubic BNC ternary system
        Koretaka Yuge; Atsuto Seko; Yukinori Koyama; Fumiyasu Oba; Isao Tanaka
        PHYSICAL REVIEW B, Mar. 2008, Peer-reviewed
      • Structure and stability of a homologous series of tin oxides
        Atsuto Seko; Atsushi Togo; Fumiyasu Oba; Isao Tanaka
        PHYSICAL REVIEW LETTERS, Feb. 2008, Peer-reviewed
      • X-ray absorption near-edge structures of disordered Mg1-x Znx O solid solutions
        Teruyasu Mizoguchi; Atsuto Seko; Masato Yoshiya; Hisao Yoshida; Tomoko Yoshida; W. Y. Ching; Isao Tanaka
        Physical Review B - Condensed Matter and Materials Physics, 28 Nov. 2007, Peer-reviewed
      • Ordering and segregation of a Cu75Pt25(111) surface: A first-principles cluster expansion study
        Koretaka Yuge; Atsuto Seko; Akihide Kuwabara; Fumiyasu Oba; Isao Tanaka
        PHYSICAL REVIEW B, Jul. 2007, Peer-reviewed
      • First-principles study of bulk ordering and surface segregation in Pt-Rh binary alloys
        Koretaka Yuge; Atsuto Seko; Akihide Kuwabara; Fumiyasu Oba; Isao Tanaka
        PHYSICAL REVIEW B, Nov. 2006, Peer-reviewed
      • Prediction of ground-state structures and order-disorder phase transitions in II-III spinel oxides: A combined cluster-expansion method and first-principles study
        Atsuto Seko; Koretaka Yuge; Fumiyasu Oba; Akihide Kuwabara; Isao Tanaka
        PHYSICAL REVIEW B, May 2006, Peer-reviewed
      • First-principles study of cation disordering in MgAl2O4 spinel with cluster expansion and Monte Carlo simulation
        Atsuto Seko; Koretaka Yuge; Fumiyasu Oba; Akihide Kuwabara; Isao Tanaka; Tomoyuki Yamamoto
        PHYSICAL REVIEW B, Mar. 2006, Peer-reviewed
      • First-principles study of the effect of lattice vibrations on Cu nucleation free energy in Fe-Cu alloys
        K Yuge; A Seko; I Tanaka; SR Nishitani
        PHYSICAL REVIEW B, Nov. 2005
      • Pressure-induced phase transition in ZnO and ZnO-MgO pseudobinary system: A first-principles lattice dynamics study
        A Seko; F Oba; A Kuwabara; Tanaka, I
        PHYSICAL REVIEW B, Jul. 2005, Peer-reviewed
      • First principles calculation of free energy on precipitate nucleation
        A Seko; Nishitani, SR; Tanaka, I; H Adachi
        JOURNAL OF THE JAPAN INSTITUTE OF METALS, Dec. 2004
      • Free-energy calculation of precipitate nucleation in an Fe-Cu-Ni alloy
        A Seko; N Odagaki; Nishitani, SR; Tanaka, I; H Adachi
        MATERIALS TRANSACTIONS, Jul. 2004
      • First-principles calculation on free energy of precipitate nucleation
        A Seko; Nishitani, SR; Tanaka, I; H Adachi; EF Fujita
        CALPHAD-COMPUTER COUPLING OF PHASE DIAGRAMS AND THERMOCHEMISTRY, Jun. 2004

      Misc.

      • 第一原理計算に基づくセラミックスのナノ構造解析と設計指針 : 酸化スズを例に
        田中 功; 世古 敦人; 東後 篤史; 大場 史康; 松永 克志
        セラミックス, 01 Sep. 2009, Peer-reviewed
      • 26pYK-3 ZnOにおける格子振動の非調和効果を取り入れた圧力-温度状態図計算(シミュレーション,転位,点欠陥・照射損傷),領域10,誘電体,格子欠陥,X線・粒子線,フォノン物性)
        高橋 祐二; 世古 敦人; 田中 功
        日本物理学会講演概要集, 18 Aug. 2009
      • 第一原理熱力学によるナノ機能元素の理論計算
        田中 功; 世古 敦人; 弓削 是貴; 小山 幸典; 大場 史康; 松永 克志
        まてりあ : 日本金属学会会報, 01 Jun. 2009, Peer-reviewed
      • 30aRF-12 ZnOの圧力誘起相転移に及ぼす格子振動の非調和項効果(30aRF 誘電体(酸化物),領域10(誘電体,格子欠陥,X線・粒子線,フォノン物性))
        高橋 祐二; 世古 敦人; 田中 功
        日本物理学会講演概要集, 03 Mar. 2009
      • First principle calculations of nucleation free energy change for BCCCu precipitates in Fe-Cu system
        Shigeto R. Nishitani; Atsuto Seko; Isao Tanaka; Hirohiko Adachi; Eiichi F. Fujita
        Solid-Solid Phase Transformations in Inorganic Material 2005, Vol 2, 2005, Peer-reviewed

      Awards

      • 08 Nov. 2011
        日本金属学会, 日本金属学会奨励賞

      External funds: Kakenhi

      • Computational design of functional core using informatics approaches
        Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
        Science and Engineering
        The University of Tokyo
        溝口 照康
        From 28 Jun. 2019, To 31 Mar. 2024, Granted
        機能コア;界面;表面;転位;機械学習;情報科学;シミュレーション;ナノ計測;インフォマティックス
      • Materials design using first principles calculations and machine learning
        Grant-in-Aid for Scientific Research (B)
        Basic Section 26010:Metallic material properties-related
        Kyoto University
        世古 敦人
        From 01 Apr. 2019, To 31 Mar. 2022, Granted
        第一原理計算;機械学習;原子間ポテンシャル;構造探索;結晶構造探索;転移学習;材料インフォマティクス;原子間ポテンシャル
      • Recommender system for discovering new inorganic compounds
        Grant-in-Aid for Challenging Research (Exploratory)
        Medium-sized Section 26:Materials engineering and related fields
        Kyoto University
        Atsuto Seko
        From 29 Jun. 2018, To 31 Mar. 2020, Project Closed
        推薦システム;無機化合物;機械学習;新規化合物;結晶化学;データベース;固体化学
      • Procedure for constructing machine learning interatomic potentials
        Grant-in-Aid for Scientific Research (B)
        Kyoto University
        Atsuto Seko
        From 01 Apr. 2015, To 31 Mar. 2018, Project Closed
        機械学習;原子間ポテンシャル;分子動力学;回帰分析;第一原理計算;線形回帰
      • Materials informatics from first-principles
        Grant-in-Aid for Scientific Research (A)
        Kyoto University
        Isao Tanaka
        From 01 Apr. 2015, To 31 Mar. 2018, Project Closed
        第一原理計算;データサイエンス;2次電池正極材料;材料探索;統計熱力学計算;機械学習;結晶構造記述子
      • Exploration of nanostructure-property relationships
        Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
        Science and Engineering
        Kyoto University
        Isao Tanaka
        From 28 Jun. 2013, To 31 Mar. 2018, Project Closed
        ナノ構造情報;第一原理計算;データマイニング
      • First principles investigation of high ionic conductivity in ionic crystals
        Grant-in-Aid for Challenging Exploratory Research
        Kyoto University
        Isao TANAKA
        From 01 Apr. 2012, To 31 Mar. 2014, Project Closed
        第一原理計算;高イオン伝導結晶;酸化物固溶体;統計熱力学;分子動力学法
      • First principles thermodynamics calculation with controlled accuracy in multicomponent systems
        Grant-in-Aid for Young Scientists (A)
        Kyoto University
        Atsuto SEKO
        From 01 Apr. 2011, To 31 Mar. 2013, Project Closed
        第一原理計算;状態図;セラミックス;長距離相互作用;クラスター展開法;熱力学;統計力学
      • Structure and phase stability of alloys based on systematic first principles thermodynamics calculations
        Grant-in-Aid for Scientific Research (A)
        Kyoto University
        Isao TANAKA
        From 01 Apr. 2011, To 31 Mar. 2014, Project Closed
        第一原理計算;セラミックス固溶体;平衡状態図;熱力学;統計力学
      • Development of methodologies for determination of stable structures in non-closed packed oxides
        Grant-in-Aid for Young Scientists (B)
        Kyoto University
        Atsuto SEKO
        Project Closed
        第一原理計算;平衡状態図;結晶構造;セラミックス;データマイニング;状態図
      • First principles thermodynamics in nonstoichiometric oxides
        Grant-in-Aid for Scientific Research (A)
        Kyoto University
        Isao TANAKA
        Project Closed
        酸化物;ノンストイキオメトリ;第一原理計算;熱力学;統計力学
      • 機械学習ポテンシャルの開発と大域的結晶構造探索への応用
        Grant-in-Aid for Scientific Research (B)
        Basic Section 26010:Metallic material properties-related
        Kyoto University
        世古 敦人
        From 01 Apr. 2022, To 31 Mar. 2025, Adopted
      list
        Last Updated :2022/05/13

        Education

        Teaching subject(s)

        • From Apr. 2012, To Mar. 2013
          Exercises in Information Processing Basics
          Spring, 工学部
        • From Apr. 2014, To Mar. 2015
          Practice of Basic Informatics(Faculty of Engineering)
          Spring, 全学共通科目
        • From Apr. 2015, To Mar. 2016
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部
        • From Apr. 2016, To Mar. 2017
          Ceramic Materials Science
          Fall, 工学研究科
        • From Apr. 2016, To Mar. 2017
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部
        • From Apr. 2017, To Mar. 2018
          Ceramic Materials Science
          Fall, 工学研究科
        • From Apr. 2017, To Mar. 2018
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部
        • From Apr. 2018, To Mar. 2019
          Ceramic Materials Science
          Fall, 工学研究科
        • From Apr. 2018, To Mar. 2019
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部
        • From Apr. 2019, To Mar. 2020
          Ceramic Materials Science
          Fall, 工学研究科
        • From Apr. 2019, To Mar. 2020
          Introduction to Engineering Science B
          Fall, 工学部
        • From Apr. 2019, To Mar. 2020
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部
        • From Apr. 2020, To Mar. 2021
          Ceramic Materials Science
          Fall, 工学研究科
        • From Apr. 2020, To Mar. 2021
          Introduction to Engineering Science B
          Spring, 工学部
        • From Apr. 2020, To Mar. 2021
          Introduction to Engineering Science B
          Spring, 工学部
        • From Apr. 2020, To Mar. 2021
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部
        • From Apr. 2021, To Mar. 2022
          Ceramic Materials Science
          Fall, 工学研究科
        • From Apr. 2021, To Mar. 2022
          Introduction to Engineering Science B
          Fall, 工学部
        • From Apr. 2021, To Mar. 2022
          Introduction to Engineering Science B
          Fall, 工学部
        • From Apr. 2021, To Mar. 2022
          Electronic Structures of Inorganic Materials 2
          Fall, 工学部

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