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Technical sessionOW3: Deep and machine learning methodology in the context of application to computational engineering

[OW3]Technical session 2

Thu. Sep 19, 2024 3:20 PM - 5:00 PM JST
Thu. Sep 19, 2024 6:20 AM - 8:00 AM UTC
Room 21AB(Kitakyushu International Conference Center 2F)
Chair:Takayuki Shuku(Tokyo City University), Yoshitaka Wada(Kindai University)
3:20 PM - 4:00 PM JST(6:20 AM - 7:00 AM UTC)

[OW3-04]Determining Heterogeneous Elastic Properties of Soft Materials using Physics-Informed Neural Networks

*Wensi Wu1, Lu Lu2 (1. Children's Hospital of Philadelphia (United States of America), 2. Yale University (United States of America))
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4:00 PM - 4:30 PM JST(7:00 AM - 7:30 AM UTC)

[OW3-05]Highly Generalizable Machine Learning Architecture Based on Graph Neural Networks, Physical Symmetries, and Local Conservation

*Masanobu Horie1, Naoto Mitsume2 (1. RICOS Co. Ltd. (Japan), 2. University of Tsukuba (Japan))
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4:30 PM - 5:00 PM JST(7:30 AM - 8:00 AM UTC)

[OW3-06]Advancing Cascading Disaster Simulation Predictions through Developing Machine Learning Techniques

*Takuzo Yamashita1, Jun Fujiwara1, Asako Iwaki1, Ryuta Imai1 (1. National Research Institute for Earth Science and Disaster Resilience (Japan))
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