1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.OC2024★ 1 cited
Topology optimization of periodic lattice structures for specified mechanical properties using machine learning considering member connectivity
Tomoya Matsuoka, Makoto Ohsaki, Kazuki Hayashi
This study proposes a methodology to utilize machine learning (ML) for topology optimization of periodic lattice structures. In particular, we investigate data representation of la…
math.OC2023
Multiobjective optimization approach to shape and topology optimization of plane trusses with various aspect ratios
Makoto Ohsaki, Saku Aoyagi, Kazuki Hayashi
A multiobjective optimization method is proposed for obtaining the optimal plane trusses simultaneously for various aspect ratios of the initial ground structure as a set of Pareto…