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This research aims to develop an accurate prediction model for magnetic field-dependent hysteresis in magnetorheological elastomers (MREs).

June 14, 2026Next MaterialsOpen Access

Prediction of magnetic field-dependent hysteresis of magnetorheological elastomers using projection function

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Randomized trial predicts hysteresis behavior in magnetorheological elastomers, highlighting a new modeling framework.

This research aims to develop an accurate prediction model for magnetic field-dependent hysteresis in magnetorheological elastomers (MREs).
Developed a hysteresis model using projection function (PF) for MREs
Identified parameters with manta ray foraging optimisation (MRFO)
Tested and validated model performance under various magnetic flux densities.
Achieved average relative error of < 2% across all modelling stages
Successfully captured the SSH behavior of MREs with two equations and a single input
Demonstrated enhanced accuracy and efficiency compared to existing models.

Arifin et al. (2026) studied this question.

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