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physics.flu-dyn2026
A Splitting Scheme for Dispersive Shallow Moment Equations
Ullika Scholz, Robin Paar, Manuel Torrilhon
The well-known Shallow Water Equations (SWE) are used for modeling incompressible free-surface flows whenever the shallowness allows for a vertical-averaging; i.e., vertical effect…
physics.flu-dyn2025
Extraction of Moment Closures for Strongly Non-Equilibrium Flows via Machine Learning
Hang Song, Satyvir Singh, Manuel Torrilhon +1
We introduce a machine learning framework for moment-equation modeling of rarefied gas flows, addressing strongly non-equilibrium conditions inaccessible to conventional computatio…