Proposes a PDE-residual and PDF-based adaptive refinement measure for non-intrusive surrogate modeling of parametric PDEs, excluding unused solution regions and compatible with neural-network discretizations.
Sauer, Polynomial interpolation of minimal degree, Numerische Mathematik 78 (1) (1997) 59–85
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PDE/PDF-informed adaptive sampling for efficient non-intrusive surrogate modelling
Proposes a PDE-residual and PDF-based adaptive refinement measure for non-intrusive surrogate modeling of parametric PDEs, excluding unused solution regions and compatible with neural-network discretizations.