Skip to main content

Table 6 Performance boost of GP-PINN on the Navier-Stokes equations using transfer learning

From: Transfer learning for deep neural network-based partial differential equations solving

Subtask Original Transfer Boost
Re = 10 4.63e-02 3.73e-02 19.4%
Re = 200 2.47e-01 1.42e-01 42.5%
Re = 300 4.92e-01 2.46e-01 50.0%
Re = 400 5.39e-01 2.94e-01 45.5%
Re = 500 5.59e-01 4.12e-01 26.3%