[240406-09] MS-10-2 | COMPSAFE2025

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Oral Presentation[MS-10] Deep and Machine Learning Methodology in the Context of Application to Computational Mechanics

[240406-09]MS-10-2

Wed. Jul 2, 2025 3:30 PM - 5:30 PM JST
Wed. Jul 2, 2025 6:30 AM - 8:30 AM UTC

Room 404(Room 404)

Masao Ogino (Daido University)

3:30 PM - 3:50 PM JST(6:30 AM - 6:50 AM UTC)

[240406-09-01]Deep Learning for High-Resolution Modeling of Accidental Hazardous Releases through Multisource Data Integration

*Yudie Jianyao^1,2, Yuheng Cheng^1,2, Shuai Liu^1,2, Xiaole Zhang^1,2 (1. School of Safety Science, Tsinghua University, 2. Institute of Public Safety Research, Tsinghua University)

3:50 PM - 4:10 PM JST(6:50 AM - 7:10 AM UTC)

[240406-09-02]Hybrid strategy of neural network and numerical simulation to accelerate the computation time of SPH method

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

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

[240406-09-03]Multi-Scale Learning and Classification Ensemble for Vehicle Point Cloud Regression: A Study on Drag Coefficient Prediction

*Mengdi Li^1,2,3, Yiping Wang^1,2,3, Chuqi Su^1,2,3, Xiaohong Yuan^1,2,3, Xun Liu^1,2,3 (1. Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan University of Technology, Wuhan 430070, China, 2. Hubei Collaborative Innovation Centre for Automotive Components Technology, Wuhan University of Technology, Wuhan 430070, China, 3. Hubei Research Center for New Energy and Intelligent Connected Vehicle, Wuhan University of Technology, Wuhan 430070, China)

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

[240406-09-04]Predicting the outcome of sports competitions using text mining

*Shuntaro Kanke¹ (1. Toyo University)

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