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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jin-Long Liu

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2 papers indexed here

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Sep 2026

Surrogate-assisted aerodynamic shape optimization of low-rise buildings with large-eddy simulation validation and flow-mechanism analysis

Aerodynamic shape optimization of low-rise buildings requires repeated evaluation of wind-induced forces over many geometric parameters and wind directions, making direct wind tunnel testing or high-fidelity computational fluid dynamics impractical for broad design-space exploration. This study develops a data-efficien...

Kun Wang, Yao-Wei Fan, Chao Tan et al. · 0 citations
Preprint Aug 2026

A Query-Time Framework for Transient 2D Pore-Scale Flow Prediction and Generative Design

Pore-scale flow governs transport and permeability behaviour in porous media engineering applications, yet repeated lattice Boltzmann method (LBM) simulation across many geometries and design queries remains costly for repeated deployment. This study formulates transient pore-scale flow prediction as a geometry-conditi...

Yi-Ming Wang, Jiale Zhu, Zhichen Ye et al. · 0 citations

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