6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Bilevel Optimization of Topology and Hyperparameters (BOTH)
Suryanarayanan Manoj Sanu, Miguel Anibal Bessa, Alejandro Marcos Aragón
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 butt…
cs.LG2024★ 6 cited
Neural topology optimization: the good, the bad, and the ugly
Suryanarayanan Manoj Sanu, Alejandro M. Aragon, Miguel A. Bessa
Neural networks (NNs) hold great promise for advancing inverse design via topology optimization (TO), yet misconceptions about their application persist. This article focuses on ne…