Neural-network outflow boundary conditions reduce artificial reflections in lattice Boltzmann simulations, improving aerodynamic predictions on truncated domains relative to the Zou-He condition.
Vichnevetsky, Wave Propagation and Reflection in Irregular Grids For Hyperbolic Equations, Applied Nu- merical Mathematics 3 (1987) 133–166
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Reduction of Outflow Boundary Influence on Aerodynamic Performance using Neural Networks
Neural-network outflow boundary conditions reduce artificial reflections in lattice Boltzmann simulations, improving aerodynamic predictions on truncated domains relative to the Zou-He condition.