Fig. 4.
Top panels: ANN-reconstructed EOS from the M(R) data for the SLy4 EOS model (left plot), the APR EOS model (middle plot) and the BSK20 EOS model (right plot). Results are computed for the input M(R) data consisting of 20 observations with measurement uncertainties equal to merr = 0.1 M⊙, r̂err = 1 km. Bottom panels: ANN-reconstructed EOS from the M(R̂) data for the same EOS as in the top panels. Results for the input M(R̂) data consisting of 20 observations with measurement uncertainties equal to merr = 0.1 M⊙, r̂err = 1 km. Dashed lines correspond to the exact EOS relations.
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