Table 4 Benchmark comparison table.

From: AI-powered prediction of hybrid nanofluid dynamics over a cylinder via LM optimized neural network approach

Parameter set

References

Skin friction (\(C_{f}\))

Nusselt number (\(Nu\))

Sherwood number (\(Sh\))

\(\begin{gathered} \Pr = 6.2,\,Sc = 2.0,\, \hfill \\ Rd = 0.5 \hfill \\ \end{gathered}\)

Pooja et al.37

0.4821

1.236

0.924

Madhukesh et al.38

0.4819

1.234

0.926

Present study

0.4820

1.235

0.925

\(\begin{gathered} \Pr = 7.0,\,Sc = 1.5,\, \hfill \\ Rd = 1.0 \hfill \\ \end{gathered}\)

Pooja et al.37

0.5623

1.642

1.103

Madhukesh et al.38

0.5620

1.641

1.104

Present study

0.5622

1.642

1.104