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Comparison of outlet concentration values for mixer design 1 based on DQN optimization design and COMSOL post-simulation verification: (a) A comparative graph of the concentration values between the two methods. (b) Distribution graphs of absolute errors in concentration between the target values and both the DQN-optimized design and the COMSOL post-simulation verification. (c) Mixed results chart.
