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physics.flu-dyn2025
A Central Differential Flux with High-Order Dissipation for Robust Simulations of Transcritical Flows
Bonan Xu, Chang Sun, Peixu Guo
The simulation of transcritical flows remains challenging due to strong thermodynamic nonlinearities that induce spurious pressure oscillations in conventional schemes.While primit…
physics.flu-dyn2023★ 1 cited
Self-supervised learning based on Transformer for flow reconstruction and prediction
Bonan Xu, Yuanye Zhou, Xin Bian
Machine learning has great potential for efficient reconstruction and prediction of flow fields. However, existing datasets may have highly diversified labels for different flow sc…