[OW3] Technical session 5 | IWACOM-IV

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

[OW3]Technical session 5

Fri. Sep 20, 2024 2:10 PM - 4:30 PM JST
Fri. Sep 20, 2024 5:10 AM - 7:30 AM UTC

Room 21AB(Kitakyushu International Conference Center 2F)

Chair:Takayuki Shuku(Tokyo City University), Takuya Toyoshi(Aichi University of Technology)

2:10 PM - 2:50 PM JST(5:10 AM - 5:50 AM UTC)

[OW3-14]Characterisation of critical state model parameters for saprolitic soil in Hong Kong through neural networks

*Man Kong Lo Lo¹, Andy Yat Fai Leung² (1. The Hong Kong Polytechnic University, Postdoctoral Fellow (Hong Kong), 2. The Hong Kong Polytechnic University, Associate Professor (Hong Kong))

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2:50 PM - 3:20 PM JST(5:50 AM - 6:20 AM UTC)

[OW3-15]Deep Learning-based Reduced Order Modeling for Lagrangian Fluid Simulation

*Gen Matono¹, Mayuko Nishio¹ (1. University of Tsukuba (Japan))

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3:20 PM - 4:00 PM JST(6:20 AM - 7:00 AM UTC)

[OW3-16]Data-Driven and Neural-Integrated Computing for Nonlinear Solid Mechanics

*Qizhi He¹ (1. University of Minnesota, Twin Cities (United States of America))

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4:00 PM - 4:30 PM JST(7:00 AM - 7:30 AM UTC)

[OW3-17]Distance function-based boundary condition treatment and dynamic normalization of multiple loss of physics-informed neural networks

*Shota Deguchi¹, Mitsuteru Asai¹ (1. Kyushu University (Japan))

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