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Target Scenarios

  1. 2d_cylinder_CFD
    • python main.py -N 100 -B 32 -d_set 2d_cylinder_CFD --train --simulate --test validation_freq = 1
    • python main.py -N 100 -B 32 -d_set 2d_cylinder_CFD --train --transfer --simulate --test validation_freq = 10
    • python main.py -N 100 -B 32 -d_set 2d_cylinder_CFD --train --transfer --simulate --test validation_freq = 20
  2. airfoil80x320_data
    • python main.py -N 100 -B 32 -d_set 2d_airfoil --train --simulate --test validation_freq = 10
    • python main.py -N 100 -B 32 -d_set 2d_airfoil --train --transfer --simulate --test validation_freq = 10
  3. sea_surface_noaa
  4. sq_cyl_vort

Target settings

$$ y = \frac{x - \mathrm{E}[x]}{ \sqrt{\mathrm{Var}[x] + \epsilon}} * \gamma + \beta $$