activity
20182022
most citedTowards Reusable Surrogate Models: Graph-Based Transfer Learning on Trusses

50 citations · 151 across the 8 of their papers we have counts for

collaborators

8 papers

cs.RO2022★ 20 cited

Cooperative Task and Motion Planning for Multi-Arm Assembly Systems

Jingkai Chen, Jiaoyang Li, Yijiang Huang +7

Multi-robot assembly systems are becoming increasingly appealing in manufacturing due to their ability to automatically, flexibly, and quickly construct desired structural designs.…

cs.CE2021

Spherical harmonic shape descriptors of nodal force demands for quantifying spatial truss connection complexity

Keith J. Lee, Renaud Danhaive, Caitlin T. Mueller

The connections of a spatial truss structure play a critical role in the safe and efficient transfer of axial forces between members. For discrete connections, they can also improv…

cs.CE2021★ 50 cited

Towards Reusable Surrogate Models: Graph-Based Transfer Learning on Trusses

Eamon Whalen, Caitlin Mueller

Surrogate models have several uses in engineering design, including speeding up design optimization, noise reduction, test measurement interpolation, gradient estimation, portabili…

cs.RO2021★ 16 cited

Robotic additive construction of bar structures: Unified sequence and motion planning

Yijiang Huang, Caelan Garrett, Ian Ting +2

Additive robotic construction of building-scale discrete bar structures, such as trusses and space frames, is increasingly attractive due to the potential improvements in efficienc…

cs.CE2021★ 24 cited

SimJEB: Simulated Jet Engine Bracket Dataset

Eamon Whalen, Azariah Beyene, Caitlin Mueller

This paper introduces the Simulated Jet Engine Bracket Dataset (SimJEB): a new, public collection of crowdsourced mechanical brackets and accompanying structural simulations. SimJE…

cs.RO2020★ 1 cited

Scalable and Probabilistically Complete Planning for Robotic Spatial Extrusion

Caelan Reed Garrett, Yijiang Huang, Tomás Lozano-Pérez +1

There is increasing demand for automated systems that can fabricate 3D structures. Robotic spatial extrusion has become an attractive alternative to traditional layer-based 3D prin…