335 citations · 2k across the 60 of their papers we have counts for
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Inverse design of flat-foldable volumetric origami with smooth curved profile
Byoung-Gyu Kim, Geonhee Cho, Yasuhiro Miyazawa +2
Through flat-folding, origami provides an extremely compact packaging strategy for deployable structures in aerospace, architecture, and robotics. However, origami's flat, volumele…
Physics-Informed Neural Networks for Programmable Origami Metamaterials with Controlled Deployment
Sukheon Kang, Youngkwon Kim, Jinkyu Yang +1
Origami-inspired structures provide unprecedented opportunities for creating lightweight, deployable systems with programmable mechanical responses. However, their design remains c…
Elastic chiral Landau level and snake states in origami metamaterials
Shuaifeng Li, Panayotis G. Kevrekidis, Jinkyu Yang
In this study, we present a method for generating a synthetic gauge field in origami metamaterials with continuously varying geometrical parameters. By modulating the mass term in…
Effects of Average Number of Platelets Through the Thickness and Platelet Width on the Mechanical Properties of Discontinuous Fiber Composites
Seunghyun Ko, Troy Nakagawa, Zhisong Chen +7
In this study, we experimentally and numerically investigate the evolution of the tensile material properties of Discontinuous Fiber Composites (DFCs) with an increasing average nu…
Data-driven prediction and analysis of chaotic origami dynamics
Hiromi Yasuda, Koshiro Yamaguchi, Yasuhiro Miyazawa +3
Advances in machine learning have revolutionized capabilities in applications ranging from natural language processing to marketing to health care. Here, we demonstrate the efficac…
Nonlinear Low-to-High Frequency Energy Cascades in Diatomic Granular Crystals
E. Kim, R. Chaunsali, H. Xu +4
We study wave propagation in strongly nonlinear 1D diatomic granular crystals under an impact load. Depending on the mass ratio of the `light' to `heavy' beads, this system exhibit…