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YuanTong Gu

2 papers indexed

arxivcs.LGmath.NA2026-07-16

Trajectory-Aware Flow Matching for Topology Optimisation

Shusheng Xiao, Jinshuai Bai, Hyogu Jeong, Yunfei Xi, Yilin Gui, YuanTong Gu

Topology optimisation (TO) often requires repeated finite element analysis and sensitivity-based material updates, which can be costly when multiple candidate designs are needed under varying physical and design conditions. Generative TO offers a route to rapid design exploration…

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crossrefFuture Internet2022-08-24Cited by 12

A Novel Machine Learning Prediction Model for Aerosol Transport in Upper 17-Generations of the Human Respiratory Tract

Mohammad S. Islam, Shahid Husain, Jawed Mustafa, Yuantong Gu

The main challenge of the health risk assessment of the aerosol transport and deposition to the lower airways is the high computational cost. A standard large-scale airway model needs a week to a month of computational time in a high-performance computing system. Therefore, devel…

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