34 citations · 34 across the 3 of their papers we have counts for
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cs.CE2026
Explainable quantum neural networks for multi-material topology optimization
Dahyun Joo, Naruethep Sukulthanasorn, Kenjiro Terada +1
We propose an explainable quantum neural network for multi-material topology optimization, XQNN, that determines both load-carrying structural layout and material type assignment f…
cs.CE2024★ 34 cited
A novel design update framework for topology optimization with quantum annealing: Application to truss and continuum structures
Naruethep Sukulthanasorn, Junsen Xiao, Koya Wagatsuma +3
This paper presents a novel design update strategy for topology optimization, as an iterative optimization. The key contribution lies in incorporating a design updater concept with…