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Online reduced-order modeling from primal solver trajectories for PDE-constrained optimization

Lu, Zhe et al.
arXiv (All) · Papers
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computational-physicsoptimization-and-control
Repeated high-fidelity state and gradient evaluations make large-scale PDE-constrained optimization computationally expensive. Reduced-order modeling provides a natural way to reduce the cost of these repeated high-dimensional computations. However, existing reduced-order modeling approaches often r
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