123 citations · 149 across the 10 of their papers we have counts for
3 papers · 1 filter
Automating Computational Design with Generative AI
Joern Ploennigs, Markus Berger
AI image generators based on diffusion models have recently garnered attention for their capability to create images from simple text prompts. However, for practical use in civil e…
Causal Temporal Graph Convolutional Neural Networks (CTGCN)
Abigail Langbridge, Fearghal O'Donncha, Amadou Ba +3
Many large-scale applications can be elegantly represented using graph structures. Their scalability, however, is often limited by the domain knowledge required to apply them. To a…
TSML (Time Series Machine Learnng)
Paulito Palmes, Joern Ploennigs, Niall Brady
Over the past years, the industrial sector has seen many innovations brought about by automation. Inherent in this automation is the installation of sensor networks for status moni…