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論文 TSV

2021
  1. Sae Dieb, Kou Amano, Kosuke Tanabe, Daitetsu Sato, Masashi Ishii, Mikiko Tanifuji. Creating research topic map for NIMS SAMURAI database using natural language processing approach. Science and Technology of Advanced Materials: Methods. 1 [1] (2021) 2-11 10.1080/27660400.2021.1899426
  2. Luca Foppiano, Sae Dieb, Akira Suzuki, Pedro Baptista de Castro, Suguru Iwasaki, Azusa Uzuki, Miren Garbine Esparza Echevarria, Yan Meng, Kensei Terashima, Laurent Romary, Yoshihiko Takano, Masashi Ishii. SuperMat: construction of a linked annotated dataset from superconductors-related publications. Science and Technology of Advanced Materials: Methods. 1 [1] (2021) 34-44 10.1080/27660400.2021.1918396
2020
  1. Sae Dieb, Zhilong Song, Wan-Jian Yin, Masashi Ishii. Optimization of depth-graded multilayer structure for x-ray optics using machine learning. Journal of Applied Physics. 128 [7] (2020) 074901 10.1063/5.0012351
2017
  1. Thaer M. Dieb, Shenghong Ju, Kazuki Yoshizoe, Zhufeng Hou, Junichiro Shiomi, Koji Tsuda. MDTS: automatic complex materials design using Monte Carlo tree search. Science and Technology of Advanced Materials. 18 [1] (2017) 498-503 10.1080/14686996.2017.1344083

書籍 TSV

会議録 TSV

2020
  1. Thaer M. Dieb, Masashi Ishii. Machine-learning-assisted design of depth-graded multilayer X-ray structure. Proceedings of SPIE - The International Society for Optical Engineering. 2020
2018
  1. DIEB, Sae, OKA, Hiroyuki, ISHII, Masashi. Linking polymer names abbreviation to their definition in related scientific documents. Third International Workshop on SCIentific DOCument Analysis (SCIDOCA2018). 2018, 9999-1-9999-6
  2. JU Shenghong, DIEB, Sae, TSUDA, Koji, SHIOMI, Junichiro. Designing Nanostructures for Heat Transport via Materials Informatics.. The 16th International Heat Transfer Conference. 2018, 9999-1-9999-8
  3. JU Shenghong, DIEB, Sae, TSUDA, Koji, SHIOMI, Junichiro. Optimizing Interface/Surface Roughness for Thermal Transport. Machine Learning for Molecules and Materials NIPS 2018 Workshop. 2018, 9999-1-9999-7

口頭発表 TSV

2021
  1. DIEB Sae, TODA Yoshiaki, DEMURA Masahiko. Optimization of Ni-base Superalloy Compositions using Monte Carlo Tree Search with Expansion Policy. MATERIALS RESEARCH MEETING 2021 (MRM2021). 2021
  2. FOPPIANO Luca, DIEB Sae, BAPTISTA DE CASTRO Pedro, MENG Yan, TERASHIMA Kensei, TAKANO Yoshihiko, ISHII Masashi. Machine readable extraction of chemically modified materials name. 2021年第68回応用物理学会春季学術講演会. 2021
  3. DIEB Sae, FOPPIANO Luca, TERASHIMA Kensei, BAPTISTA DE CASTRO Pedro, Yoshioka Masaharu, TAKANO Yoshihiko, ISHII Masashi. Superconductor Research Papers Clustering using Annotated Information. 2021年 第68回応用物理学会春季学術講演会. 2021
2020
  1. DIEB, Sae, ISHII, Masashi. Enhanced Monte Carlo Tree Search for Materials Design and Discovery. 第81回 応用物理学会秋季学術講演会. 2020
  2. FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, BAPTISTA DE CASTRO Pedro, MENG Yan, TERASHIMA, Kensei, TAKANO, Yoshihiko, ISHII, Masashi. Toward full automatic identification of superconducting materials and their properties in original papers: ambitious scope and current status. 第81回応用物理学会秋季学術講演会. 2020
  3. FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, BAPTISTA DE CASTRO Pedro, IWASAKI Suguru, MENG Yan, TERASHIMA, Kensei, TAKANO, Yoshihiko, ISHII, Masashi. Automatic construction of an accessible linked dataset from scientific literature for superconducting materials discovery. CONFERENCE ON A FAIR DATA INFRASTRUCTURE FOR MATERIALS GENOMICS. 2020
  4. FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, TERASHIMA, Kensei, BAPTISTA DE CASTRO Pedro, IWASAKI, Suguru, TAKANO, Yoshihiko, ISHII, Masashi. SuperMat: Corpus for Extraction of Superconductor Materials Data. JSAP Spring 2020. 2020
  5. Song Zhilong, Chen Xiwen, DIEB, Sae, ISHII, Masashi. Design of thermodynamically stable perovskites using machine learning. 第67回 応用物理学会 春季学術講演会. 2020
  6. DIEB, Sae, ISHII, Masashi. Multilayer Structure Design Using Monte Carlo Tree Search for X-ray Applications. The 7th Asian materials data symposium. 2020
  7. FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, ISHII, Masashi. Linkable Data Extraction from Scientific Literature for Superconductor Database Construction. AMDS 2020. 2020
2018
  1. DIEB, Sae, JU Shenghong, HOU, Zhufeng, SHIOMI, Junichiro, TSUDA, Koji. Materials Structure Design using Monte Carlo Tree Search with Bayesian rollout. ERATO Minato Discrete Manipulation System Project, Early Summer. 2018

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