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Suryanarayanan Manoj Sanu

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#machine learning Preprint Sep 2026

Bilevel Optimization of Topology and Hyperparameters (BOTH)

Topology optimization (TO) represents a significant step towards automating the design process: given a working simulation, TO can produce a viable prototype at the press of a button by differentiating the simulation and iteratively improving the design. In practice, however, TO is riddled with ``magic numbers''---hype...

Suryanarayanan Manoj Sanu, M. A. Bessa, A. M. Aragón · 0 citations