def METHOD_NAME(step):
    delta = 1. / (base_res * growth_factor ** ( step / steps_per_level))
    delta = max(1. / max_res, delta)
    self.field.set_numerical_gradients_delta(delta * 2.) # TODO because we divide 4 to normalize points to [0, 1]