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Table 1 The RMES for Case 2 by making \(N_{P} = N_{G}\)

From: Physics-informed neural networks approach for 1D and 2D Gray-Scott systems

\(\varvec{N_{P} = N_{G}}\)

\({\varvec{RMSE}}_{{\varvec{u}}}\)

\({\varvec{RMSE}}_{{\varvec{v}}}\)

176

\(8.4760\times 10^{-4}\)

\(4.3799\times 10^{-3}\)

651

\(6.1477\times 10^{-4}\)

\(4.1715\times 10^{-3}\)

15251

\(5.8099\times 10^{-4}\)

\(3.8161\times 10^{-3}\)