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General Session

General Session » GS-10 AI application

[2N4-GS-10] AI application

Wed. Jun 7, 2023 1:30 PM - 3:10 PM Room N (D2)

座長：藤井幹也（奈良先端科学技術大学院大学） [オンライン]

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1:30 PM - 1:50 PM

[2N4-GS-10-01] Representation Learning of Protein Structural Dynamics by Time-structured VAE

Toward Extraction of Slow Dynamics

〇Tsuyoshi Ishizone¹, Yasuhiro Matsunaga², Sotaro Fuchigami³, Kazuyuki Nakamura¹ (1. Meiji University, 2. Saitama University, 3. Kyoto University)

1:50 PM - 2:10 PM

[2N4-GS-10-02] Comparison of molecular and crystal graphs in the property prediction of molecular crystals

〇Takuya Taniguchi¹, Mayuko Hosokawa¹, Toru Asahi¹ (1. Waseda University)

2:10 PM - 2:30 PM

[2N4-GS-10-03] Construction of Li-ion conductivity prediction model for perovskite-type solid electrolyte using data from academic papers

AI technology for creating appropriate training data for machine learning from academic papers

〇Takeichiro Nishikawa¹, Yousuke Isowaki¹, Gen Li¹, Yasuhiro Harada¹, Takashi Yoshida¹, Hirofumi Horikawa¹, Kakuya Ueda¹, Masato Yanagi¹ (1. Toshiba)

2:30 PM - 2:50 PM

[2N4-GS-10-04] Process Fault Detection Method based on Variational Graph Auto-encoder and Correlation among Process Variables and its application to Vinyl Acetate Monomer Process

〇Yoshiaki Uchida¹, Koichi Fujiwara¹ (1. Nagoya University)

2:50 PM - 3:10 PM

[2N4-GS-10-05] End-to-End Embedding Models for Time Series and Stationary Data

〇Yuya Inaba¹, Koji Eguchi¹ (1. Hiroshima University)

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