Experimental evaluation and theoretical analysis of the mechanical properties of ferromagnetic materials using the magnetic hysteresis properties

•The main parameters of the JA model are efficiently inversed by genetic algorithm.•The proposed JA model can be used for theoretical analysis of the influence of the microstructure on the magnetic hysteresis properties.•The coercivity and power-law coefficient can be used for mechanical property evaluation of ferromagnetic specimens.