Fig. 1. Flow chart of the ENZ-RS Net model detection

Fig. 2. Schematic of the ENZ diffraction model

Fig. 3. Structure diagram of the RS Net model

Fig. 4. Structure diagram of the SE block

Fig. 5. Point spread function（PSF）intensity distribution at the defocused and in-focus positions

Fig. 6. （a）Comparison results between the NN-OIOFS，GS algorithm and the ENZ-RS Net method；（b）Results of the average original wavefront root mean square（RMS）and residual wavefront root mean square error（RMSE）.

Fig. 7. （a）Real part of βnm coefficient；（b）Imaginary part of βnm coefficient. NA=0.3.

Fig. 8. （a）Incident wavefront；（b，c）Reconstructed wavefront and residual wavefront by ENZ-RS Net model；（d，e）Reconstructed wavefront and residual wavefront by GS algorithm；（f，g）Reconstructed wavefront and residual wavefront by NN-OIOFS model. NA=0.3.

Fig. 9. （a）Incident wavefront；（b，c）Reconstructed wavefront and residual wavefront by ENZ-RS Net model；（d，e）Reconstructed wavefront and residual wavefront by GS algorithm；（f，g）Reconstructed wavefront and residual wavefront by NN-OIOFS model. NA=0.9.

Fig. 10. （a）Real part of βnm coefficient；（b）Imaginary part of βnm coefficient. NA=0.9.

Fig. 11. （a）Comparison results between the GS algorithm and the ENZ-RS Net method；（b）Results of the average original wavefront root mean square（RMS）and residual wavefront root mean square error（RMSE）.