Atsuto Seko - Papers - researchmap

Kanamori, Kenta, Toyoura, Kazuaki, Honda, Junya, Hattori, Kazuki, Seko, Atsuto, Karasuyama, Masayuki, Shitara, Kazuki, Shiga, Motoki, Kuwabara, Akihide, Takeuchi, Ichiro

PHYSICAL REVIEW B, 97(12) 125124, 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, 73 2582-2582, 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, 2(1) 013805, 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, 2017 4J12in2-4J12in2, 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, 1(6) 063801, 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, 134 274-282, 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, 29(8) 3763-3768, 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, 95(14) 144110, 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, 95(2) 024305, 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, 52(11) 733-741, 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, 93(11) 115104, 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, 93(5) 054112, 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, 34(1) 8-13, 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, 116(300) 191-198, 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, 115(20) 205901, Nov, 2015 Peer-reviewed

First-principles interatomic potentials for ten elemental metals via compressed sensing

Atsuto Seko, Akira Takahashi, Isao Tanaka

PHYSICAL REVIEW B, 92(5) 054113, 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, 114(502) 63, 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, 115(323) 99-106, Jan, 2015

Special quasirandom structure in heterovalent ionic systems

Atsuto Seko, Isao Tanaka

PHYSICAL REVIEW B, 91(2) 024106, 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, 70(1) 3114, 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, 50(7) 517-522, Jan, 2015 Peer-reviewed

Toward materials discovery with first-principles datasets and learning methods

Isao Tanaka, Atsuto Seko

Springer Series in Materials Science, 225 173-186, 2015 Peer-reviewed

Efficient determination of alloy ground-state structures

Atsuto Seko, Kazuki Shitara, Isao Tanaka

PHYSICAL REVIEW B, 90(17) 174104, 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, 90(13) 134106, Oct, 2014

Sparse representation for a potential energy surface

Atsuto Seko, Akira Takahashi, Isao Tanaka

PHYSICAL REVIEW B, 90(2) 024101, 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, 26(11) 15403, 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, 89(5) 054303, Feb 18, 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, 113(476) 9-13, 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, 113(476) 9-13, 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, 3(8) 980-985, 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, 6(6) 061201, 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, 86(24) 245202, 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, 24(47) 475402, 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, 51(6) 258-261, 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, 24(5) 613-618, 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, 85(3) 033203, Jan, 2012 Peer-reviewed

Ground-state search in multicomponent magnetic systems

Yu Kumagai, Atsuto Seko, Fumiyasu Oba, Isao Tanaka

PHYSICAL REVIEW B, 85(1) 012401, 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, 60(4) 23-26, 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, 47(7) 494-499, Jan, 2012 Peer-reviewed