no code implementations • 19 May 2022 • Adam M. Terwilliger, Joshua E. Siegel
In a world increasingly dependent on road-based transportation, it is essential to understand vehicles.
no code implementations • 1 Jul 2020 • Joshua E. Siegel, Umberto Coda
We survey the state-of-the-art in offboard diagnostics for vehicles, their occupants, and environments, with particular focus on vibroacoustic approaches.
1 code implementation • 24 Mar 2020 • Piyush Gupta, Demetris Coleman, Joshua E. Siegel
Automated vehicles' neural networks suffer from overfit, poor generalizability, and untrained edge cases due to limited data availability.
no code implementations • 5 Jul 2019 • Joshua E. Siegel, Maria F. Beemer, Steven M. Shepard
Manufacturers struggle to produce low-cost, robust and complex components at manufacturing lot-size one.
1 code implementation • 12 Oct 2018 • Yongbin Sun, Yue Wang, Ziwei Liu, Joshua E. Siegel, Sanjay E. Sarma
Generating 3D point clouds is challenging yet highly desired.