7 papers
Kolmogorov-Arnold Networks for Spatially Independent Multispectral Land Classification
Katherine L. Bauer, Teemu Harkonen, Simo Sarkka +1
Land classification from satellite imagery is important for land management, environmental monitoring, and urban planning. Machine learning methods such as random forests and multi…
A Reduced Order Model for Emergent Mechanics in Woven Systems
Anvay A. Pradhan, Evgueni T. Filipov, Talia Y. Moore
Woven structures exhibit rich mechanical behaviors including anisotropic stiffness, shear-induced locking, and crimp interchange that emerge purely from the geometric arrangement o…
Self-locking non-volatile coding metasurfaces via origami-based mechanical bits
Ding Zhang, Peng Tang, Liqiao Jing +7
Digital coding metasurfaces have revolutionized electromagnetic (EM) manipulation, yet typical tunable approaches based on active components suffer from the "volatility" bottleneck…
Stiffness and Buckling Behavior of Woven Columns
Jaimie Krankel, Guowei Wayne Tu, Evgueni T. Filipov
Woven shell structures are beneficial for applications requiring lightweight, damage resilience, and design tunability, such as in wearable devices, soft robotics, and aerospace sy…
Engineering snags for spatial curvature in weaves: Fabrication, mechanics, and inverse design
Guowei Wayne Tu, Evgueni T. Filipov
Weaving as an old craft has extensive applications in modern science and technology such as smart textiles and intelligent soft robots. However, weaving irregular curved surfaces h…
Origami of Multi-Layered Spaced Sheets
Guowei Wayne Tu, Evgueni T. Filipov
Two-dimensional (2D) origami tessellations such as the Miura-ori are often generalized to build three-dimensional (3D) architected materials with sandwich or cellular structures. H…