3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 3 cited
Road Graph Generator: Mapping roads at construction sites from GPS data
Katarzyna Michałowska, Helga Margrete Bodahl Holmestad, Signe Riemer-Sørensen
We propose a new method for inferring roads from GPS trajectories to map construction sites. This task presents a unique challenge due to the erratic and non-standard movement patt…
cs.LG2023★ 2 cited
DON-LSTM: Multi-Resolution Learning with DeepONets and Long Short-Term Memory Neural Networks
Katarzyna Michałowska, Somdatta Goswami, George Em Karniadakis +1
Deep operator networks (DeepONets, DONs) offer a distinct advantage over traditional neural networks in their ability to be trained on multi-resolution data. This property becomes…