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physics.flu-dyn2025
Output-recurrent gated state space model for multiphase flows modeling and uncertainty quantification of exhaust vehicles
Ruilin Chen
This paper presents an Output-Recurrent Gated State Space Model (OR-GSSM) for complex multiphase flows modeling and uncertainty quantification of exhaust vehicles during motion. By…
physics.flu-dyn2025
High-efficient machine learning projection method for incompressible Navier-Stokes equations
Ruilin Chen
This study proposes a high-efficient machine learning (ML) projection method using forward-generated data for incompressible Navier-Stokes equations. A Poisson neural network (Pois…