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SCEJ 55th Autumn Meeting (Sapporo, 2024)

Last modified: 2024-09-19 02:24:28

Hall and day program : Hall E, Day 3 : E301

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Hall E(Block B1 1F B11), Day 3(Sep. 13)

ST-22

TimePaper
ID
Title / AuthorsKeywordsTopic codeAck.
number
ST-22 [Trans-Division Symposium]
Frontiers of Data-driven Research and Development
(9:00–10:20) (Chair: Shimada Iori)
9:009:20E301Development of a transfer learning method using O-PLS
(Kyoto U.) *(Stu)Fukuoka Norihiko, (Reg)Sotowa Ken-Ichiro, (TUAT) (Reg·APCE)Kim Sanghong
O-PLS
transfer learning
calibration transfer
ST-22311
9:209:40E302Application of Transfer Learning Using Generative Adversarial Networks to Virtual Sensing
(Kyoto U.) Kasuga Yasuko, Yoshida Ryoya, (Reg)Kato Shota, *(Reg)Kano Manabu
transfer learning
soft-sensor
Generative Adversarial Networks
ST-2266
9:4010:00E303Control of foam on white water and improvement of operational efficiency by modeling a soft sensor
(RENGO) *(Reg)Okura Y., Inui T., Okahara K.
soft sensor
machine learning
factory automation
ST-2295
10:0010:20E30413C-MFA software with a support function for high accuracy flux estimations by proposing additional experiments
(Osaka U.) *(Reg)Imada Tatsumi, (Reg)Shimizu Hiroshi, (Reg)Toya Yoshihiro
13C-metabolic flux analysis
flux analysis
software
ST-22615
(10:40–12:00) (Chair: Muroga Shun)
10:4011:20E306[Invited lecture] Autonomous Materials Search
(NIMS) Iwasaki Yuma
Machine learning
Autonomous
Active learning
ST-22145
11:2012:00E308[Invited lecture] Representation and Generation of Crystal Structures with Deep Learning
(Toyota Motor) Suzuki Yuta
Materials informatics
Deep learning
Crystal structure
ST-22894
(13:00–13:40) (Chair: Mukaida Shiho)
13:0013:40E313[Invited lecture] Introduction to Case Studies on the Development and Utilization of Informatics Technologies
(Mitsubishi Chemical) (Cor)Sugisawa Hiroki
Informatics
Industry
R&D acceleration
ST-22144
(13:40–14:20) (Chair: Yoshida Hideaki)
13:4014:20E315[Invited lecture] Digital infrastructure to reduce time to market / R&D to production
(Microsoft Japan) Yasunami Yutaka
digital
AI
data integration
ST-22616
(14:20–15:00) (Chair: Toya Yoshihiro)
14:2015:00E317[Invited lecture] Understanding the diversity of metabolisms with the advances of computational metabolomics
(TUAT) Tsugawa Hiroshi
metabolomics
mass spectrometry
informatics
ST-22142

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SCEJ 55th Autumn Meeting (Sapporo, 2024)


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