axes_1.axis([-5, 5, -5, 5])
axes_2.axis([-5, 5, -5, 5])
axes_1.add_patch(Ellipse1.art())
axes_2.add_patch(Ellipse1.art())
mpl_plt.show()
Adding the same Patch instance to multiple subplots in matplotlib