Oral presentation

23 Joint Session N "Informatics" » 23.1 Joint Session N "Informatics"

[19p-Z32-1~15] 23.1 Joint Session N "Informatics"

Fri. Mar 19, 2021 1:30 PM - 5:45 PM Z32 (Z32)

Tetsuhiko Miyadera(AIST), Tatsuya Yokoi(Nagoya Univ.), Yukinori Koyama(NIMS)

△：Presentation by Applicant for JSAP Young Scientists Presentation Award
▲：English Presentation
▼：Both of Above
No Mark：None of Above

+Add all to schedule

1:30 PM - 1:45 PM

[19p-Z32-1] Magnetocaloric effect of ErB₂:comparison between experiment and machine-learning prediction

〇Kensei Terashima¹, Pedro Baptista de Castro^1,2, Takafumi Yamamoto D¹, Akiko Saito T¹, Ryo Matsumoto¹, Hiroshi Ando¹, Hiroyuki Takeya¹, Yoshihiko Takano^1,2 (1.NIMS, 2.Univ. of Tsukuba)

1:45 PM - 2:00 PM

[19p-Z32-2] A neural network molecular dynamics study of the thermal properties of CeO₂

〇Nobuhiko Kato¹, Kazuki Mori¹, Masahiro Saito¹, Kenji Konashi² (1.CTC., 2.IMR Tohoku Univ.)

2:00 PM - 2:15 PM

[19p-Z32-3] Prediction of Thermal Conductivity of CNT by Neural Network MD

〇Kazuki Mori¹, Nobuhiko Kato¹, Masahiro Saito¹, Jun Koyanahi² (1.ITOCHU Techno-Solutions Corp., 2.TUS)

2:15 PM - 2:30 PM

[19p-Z32-4] [Highlight]A Target Oriented Compound Map Using SHAP-PCA

〇Yukinori Koyama¹ (1.NIMS)

2:30 PM - 2:45 PM

[19p-Z32-5] Statistical analysis of local crystal structures of inorganic materials

〇Kenta Hirano¹ (1.Tokyo Univ.)

3:00 PM - 3:15 PM

△ [19p-Z32-6] Maps for New Materials Search Generated by Machine Learning

〇Yuki Inada¹, Yukari Katsura^1,2, Haruhiko Morito³, Masaya Kumagai⁴, Kaoru Kimura¹ (1.Univ. of Tokyo, 2.NIMS, 3.Tohoku Univ., 4.Kyoto Univ.)

3:15 PM - 3:30 PM

[19p-Z32-7] Establishment of dataset for machine learning of physical properties of quasicrystals and their approximants

〇Erina Fujita¹, Yukari Katsura^1,3,4, Chang Liu², Ryo Yoshida², Kaoru Kimura¹ (1.Univ. Tokyo, 2.ISM, 3.NIMS, 4.RIKEN)

3:30 PM - 3:45 PM

[19p-Z32-8] Inverse Jonker Plots of Thermoelectric Materials Data on Starrydata

〇Yukari Katsura^1,2,3, Masaya Kumagai^3,4, Takushi Kodani², Kaoru Kimura², Koji Tsuda^1,2,3 (1.NIMS, 2.Univ. of Tokyo, 3.RIKEN, 4.SAKURA Internet Inc.)

3:45 PM - 4:00 PM

▲ [19p-Z32-9] Construction of In-house Paper/Figure Database System Supporting Research Trend Analysis

〇(M2)Lei Yin¹, Masaharu Yoshioka¹, Shinjiro Hara¹ (1.Hokkaido Univ.)

4:00 PM - 4:15 PM

▲ [19p-Z32-10] Superconductor Research Papers Clustering using Annotated Information

〇Sae Dieb¹, Luca Foppiano¹, Kensei Terashima², Pedro Baptista de Castro², Masaharu Yoshioka³, Yoshihiko Takano², Masashi Ishii¹ (1.MaDIS, NIMS, 2.MANA, NIMS, 3.IST, Hokkaido Univ.)

4:30 PM - 4:45 PM

[19p-Z32-11] Automatic data extraction from scientific articles using the materials-dictionary database:
Development for automatic entity linking

〇Akira Suzuki¹, Masashi Ishii¹ (1.NIMS)

4:45 PM - 5:00 PM

▲ [19p-Z32-12] Machine readable extraction of chemically modified materials name

〇Luca Foppiano¹, Sae Dieb¹, Pedro Baptista de Castro², Yan Meng², Kensei Terashima², Yoshihiko Takano², Ishii Masashi¹ (1.MDG, MaDIS, NIMS, 2.NFSMG, MANA, NIMS)

5:00 PM - 5:15 PM

[19p-Z32-13] Classification of polymer articles bearing experimental data

〇Hiroyuki Oka¹, Masashi Ishii¹ (1.NIMS)

5:15 PM - 5:30 PM

[19p-Z32-14] MaterialBERT for Natural Language Processing of Materials Science Texts

〇Michiko Yoshitake¹, Fumitaka Sato^1,2, Hiroyuki Kawano^1,2, Hiroshi Teraoka^1,2 (1.NIMS, 2.RidgeLinez)

5:30 PM - 5:45 PM

[19p-Z32-15] Release of Full-Automatic Program for Numerical Conversion of Plot images

〇Michiko Yoshitake¹, Takashi Kono¹, Takuya Kadohira¹ (1.NIMS-MaDIS)

Session information