59 citations · 81 across the 10 of their papers we have counts for
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physics.comp-ph2020★ 59 cited
Data-driven topology design using a deep generative model
Shintaro Yamasaki, Kentaro Yaji, Kikuo Fujita
In this paper, we propose a sensitivity-free and multi-objective structural design methodology called data-driven topology design. It is schemed to obtain high-performance material…
cs.CE2020★ 2 cited
Topology design of two-fluid heat exchange
Hiroki Kobayashi, Kentaro Yaji, Shintaro Yamasaki +1
Heat exchangers are devices that typically transfer heat between two fluids. The performance of a heat exchanger such as heat transfer rate and pressure loss strongly depends on th…