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20202026
most citedA kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy

13 citations · 24 across the 5 of their papers we have counts for

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math.NA2026

Surrogates for Physics-based and Data-driven Modelling of Parametric Systems: Review and New Perspectives

Matteo Giacomini, Pedro Díez

Surrogate models provide compact relations between user-defined input parameters and output quantities of interest, enabling the efficient evaluation of complex parametric systems…