[330108-12] MS-16-4 | COMPSAFE2025

Session Details

Oral Presentation[MS-16] Advances in Numerical Methods for Enhancing Safety and Resilience of Structures in Civil and Architectural Engineering

[330108-12]MS-16-4

Thu. Jul 3, 2025 3:30 PM - 5:30 PM JST
Thu. Jul 3, 2025 6:30 AM - 8:30 AM UTC

Room 301(Room 301)

Takuzo Yamashita (National Research Institute for Earth Science and Disaster Resilience)

3:30 PM - 4:10 PM JST(6:30 AM - 7:10 AM UTC)

[330108-12-01]A reduced order modelling approach for alternative load path analysis of reinforced concrete structures

Yu Chen¹, *Leong Hien Poh¹ (1. National University of Singapore)

4:10 PM - 4:30 PM JST(7:10 AM - 7:30 AM UTC)

[330108-12-02]Bespoke machine learning framework for solving structural engineering problems using graph neural networks: Toward specialized AI

*Kazuki Hayashi¹ (1. Kyoto University)

4:30 PM - 4:50 PM JST(7:30 AM - 7:50 AM UTC)

[330108-12-03]Baffle Characteristics Optimization of Rectangular And Prismatic Tank Using Surrogate Model And CFD Simulation

Nghiep Chan Nguyen¹, Tuong Vi Thi Quang¹, Anh Viet Nguyen¹, Nam Ha Tran¹, *Dianxiang Xiang¹ (1. TechnoStar Co., Ltd.)

4:50 PM - 5:10 PM JST(7:50 AM - 8:10 AM UTC)

[330108-12-04]Surrogate model for nonlinear response-history analysis and multi-objective design
optimization of base-isolated reinforced concrete buildings

*I-HSIANG CHANG¹, Kuang-Yao Li¹, Wei-Tze Chang², Chuin-Shan Chen¹, Yin-Nan Huang¹ (1. National Taiwan University, 2. National Center for Research on Earthquake Engineering)

5:10 PM - 5:30 PM JST(8:10 AM - 8:30 AM UTC)

[330108-12-05]Cross-section design optimization of steel buildings using graph-based reinforcement learning and nonlinear response-history analysis

*Kuang-Yao Li¹, I-Hsaing Chang¹, Wei-Tze Chang², Yin-Nan Huang¹, Chuin-Shan Chen¹ (1. National Taiwan University, 2. National Center for Research on Earthquake Engineering)

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