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Nickolas Winovich

1 paper hereh-index 217 citations17 works total

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  • math.OC1

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math.OC2024

Neural Network Approaches for Parameterized Optimal Control

Deepanshu Verma, Nick Winovich, Lars Ruthotto +1

We consider numerical approaches for deterministic, finite-dimensional optimal control problems whose dynamics depend on unknown or uncertain parameters. We seek to amortize the so…

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