Session Details

[20a-A21-1~10]23.1 Joint Session N "Informatics"

Fri. Sep 20, 2024 9:00 AM - 11:45 AM JST
Fri. Sep 20, 2024 12:00 AM - 2:45 AM UTC
A21 (TOKI MESSE 2F)
Yukinori Koyama(NIMS), Yuta Suzuki(TOYOTA)

[20a-A21-1]Validation experiments of machine learning for Eu valence in phosphor materials

〇Yukinori Koyama1, Yukako Kohriki1, Masamichi Harada1, Naoto Hirosaki1, Takashi Takeda1 (1.NIMS)

[20a-A21-2]Classification of crystal systems by complexity

〇(B)Yuki Nishihori1,2, Yusei Ito1,2, Yasuo Takeichi1,2, Kanta Ono1,2 (1.Osaka Univ., 2.SRN-OTRI Osaka Univ.)

[20a-A21-3]Efficient Material Exploration for Anion Exchange Membranes using Combined Materials Map-Supervised Machine Learning

〇(D)YinKan Phua1, Tsuyohiko Fujigaya1,2,3, Koichiro Kato1,2,4 (1.Grad. Sch. of Eng., Kyushu Univ., 2.CMS, Kyushu Univ., 3.I2CNER, Kyushu Univ., 4.RIIT, Kyushu Univ.)

[20a-A21-4]Realization and Release of International Cross Search of XAFS Databases

〇Masashi Ishii1, Asahiko Matsuda1, Yamashita Shohei2, Yasuhiro Niwa2, Yasuhiro Inada3 (1.NIMS, 2.KEK, 3.Ritsumeikan Univ.)

[20a-A21-5]A Study on the Application of the Science Knowledge Graph using Research Papers Catalogue OpenAlex for Battery Materials

〇Mikiko Tanifuji1, Masaharu Hayashi1, Kazutsuna Yamaji1, Luca Foppiano2, Dieb Sae3 (1.National Institute of Informatics, 2.ScienciaLAB, 3.National Institute for Materials Science)

[20a-A21-6]Contrastive Learning of Text and Crystal Structure for Materials Representation and its Application

〇Yuta Suzuki1, Tatsunori Taniai2, Ryo Igarashi2, Kotaro Saito3,4, Naoya Chiba5, Yoshitaka Ushiku2, Kanta Ono4 (1.Toyota Motor Corp., 2.OMRON SINIC X, 3.Randeft Inc., 4.Osaka Univ., 5.Tohoku Univ.)

[20a-A21-7]Application of Large Language Models for Automated Screening of Research Articles

〇Yuta Suzuki1,2, Shuhei Kurita3,2 (1.Toyota Motor Corp., 2.RIKEN AIP, 3.NII)

[20a-A21-8]Extraction of experimental conditions from papers using large language models

〇Hirotaka Sakamoto1, Hiroki Shirakawa1 (1.Toyota Motor Corp.)

[20a-A21-9]Materials Development with LLM (I): Development Scope through Model Comparison

〇Masashi Ishii1, Yasufumi Watanabe1, Hiroyuki Oka1, Hiroyuki Shindo2 (1.NIMS, 2.MatBrain)

[20a-A21-10]The mechanism of occurrence of breakthrough scientific research based on Structural Hall Theory (Ⅱ)

〇Keisuke Shinagawa1 (1.Fukuoka womens Uni.)