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, Propagation through numerical mesh refinement for hyperbolic equations, Mathematics and Computers in Simulation XXIII (1981) 344–353
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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.