•Using multiple reduced order models can significantly reduce the computational cost needed for global sensitivity analysis.•Validation set provides an evaluation of the performance of each reduced order model (ROM) as a basis for combining them.•Validation set provides an indication of the confidence in the accuracy of the final estimates from multiple ROMs.•Using the locally best ROM for combining multiple ROMs is able to screen out ROMs that have a large RMSE locally.
International Journal of Greenhouse Gas Control – Elsevier
Published: Jun 1, 2016
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