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20172025
most citedA Certified Model Reduction Approach for Robust Parameter Optimization with PDE Constraints

21 citations · 45 across the 9 of their papers we have counts for

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math.OC2021

A simplified Newton method to generate snapshots for POD models of semilinear optimal control problems

Paul Manns, Stefan Ulbrich

In PDE-constrained optimization, proper orthogonal decomposition (POD) provides a surrogate model of a (potentially expensive) PDE discretization, on which optimization iterations…