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20222026
most citedRecent Advances on Machine Learning for Computational Fluid Dynamics: A Survey

30 citations · 39 across the 15 of their papers we have counts for

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2 papers · 1 filter

physics.flu-dyn2022

Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations

Rui Zhang, Peiyan Hu, Qi Meng +5

Navier-Stokes equations are significant partial differential equations that describe the motion of fluids such as liquids and air. Due to the importance of Navier-Stokes equations,…

cs.LG2022★ 8 cited

Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs

Peiyan Hu, Qi Meng, Bingguang Chen +6

Stochastic partial differential equations (SPDEs) are significant tools for modeling dynamics in many areas including atmospheric sciences and physics. Neural Operators, generation…