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Hysteresis characteristics on Faraday rotation signal of sputtered Bi:YIG film was corrected for metal-free magneto-optic field sensing by using a multilayer perceptron. The calibrated value was linearly fitted to the applied field. The root-mean-square error of the MLP processed value was 0.18 mT, and one-fourth of linear calibration.
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