34 citations · 34 across the 3 of their papers we have counts for
3 papers
Graph Neural Network-Based Predictive Modeling for Robotic Plaster Printing
Diego Machain Rivera, Selen Ercan Jenny, Ping Hsun Tsai +4
This work proposes a Graph Neural Network (GNN) modeling approach to predict the resulting surface from a particle based fabrication process. The latter consists of spray-based pri…
KG-FRUS: a Novel Graph-based Dataset of 127 Years of US Diplomatic Relations
Gökberk Özsoy, Luis Salamanca, Matthew Connelly +2
In the current paper, we present the KG-FRUS dataset, comprised of more than 300,000 US government diplomatic documents encoded in a Knowledge Graph (KG). We leverage the data of t…
Design Space Exploration and Explanation via Conditional Variational Autoencoders in Meta-model-based Conceptual Design of Pedestrian Bridges
Vera M. Balmer, Sophia V. Kuhn, Rafael Bischof +4
For conceptual design, engineers rely on conventional iterative (often manual) techniques. Emerging parametric models facilitate design space exploration based on quantifiable perf…