Search Results for author: Lanxiang Xing

Found 2 papers, 0 papers with code

EuLagNet: Eulerian Fluid Prediction with Lagrangian Dynamics

no code implementations4 Feb 2024 Qilong Ma, Haixu Wu, Lanxiang Xing, Jianmin Wang, Mingsheng Long

Accurately predicting the future fluid is important to extensive areas, such as meteorology, oceanology and aerodynamics.

Future prediction

HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction

no code implementations16 Oct 2023 Lanxiang Xing, Haixu Wu, Yuezhou Ma, Jianmin Wang, Mingsheng Long

Compared with previous velocity estimating methods, HelmFluid is faithfully derived from Helmholtz theorem and ravels out complex fluid dynamics with physically interpretable evidence.

Future prediction

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