As illustrated in Figure , too much data is not worth sampling, while data generation is usually more time-demanding than surrogate training. Herein, we define the sampling rate as the newly added number of samples per iteration, 7 #$$%$ . A slow-down sampling strategy is considered: slow down the sampling rate while the quality of the iteratively refined surrogates improves.