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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.CE2021
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…