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With the help of radial basis function (RBF) and the Garvey-Kelson relation,the accuracy and predictive power of some global nuclear mass models aresignificantly improved. The rms deviation between predictions from four modelsand 2149 known masses falls to about 200 keV. The AME95-03 and AME03-Bordertests show that the RBF approach is a very useful tool for further improvingthe reliability of mass models. Simultaneously, the differences from differentmodel predictions for unknown masses are remarkably reduced and the isospinsymmetry is better represented when the RBF extrapolation is combined.

Nuclear mass predictions with radial basis function approach