Author

Yunpeng Wang

2 papers indexed here

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#machine learning Jun 2026

A Geometry-Aware Triplane Field Network for Vehicle Aerodynamic Prediction

Alation results show that AFNO mixing, local CNN refinement, and query-side geometric encoding each contribute to accuracy, supporting the proposed mechanism of combining structured triplane representation with explicit aerodynamic geometry cues.

Kang-Kang Qi, Hui-Yu Yang, Ke-Qi Ding et al. · Theoretical and Applied Mech... · 1 citation

Preprint Jul 2026

Physics informed wavelet Fourier representation for multiscale fluid dynamics

Multiscale fluid flows often contain localized flow structures, such as viscous shock layers, wet-dry fronts, steady viscous wakes, decaying vortical structures, and vortex-shedding patterns, whose accurate prediction requires the simultaneous preservation of global conservation trends and small-scale gradients. This s...

Chao Wang, Shi-Long Li, Yun-Peng Wang et al. · 0 citations