DON-LSTM: Multi-Resolution Learning with DeepONets and Long Short-Term Memory Neural Networks. - Katarzyna Michalowska; Somdatta Goswami; George Em Karniadakis; Signe Riemer-Sørensen (CoRR, 2023)

Neural Operator Learning for Long-Time Integration in Dynamical Systems with Recurrent Neural Networks. - Katarzyna Michalowska; Somdatta Goswami; George Em Karniadakis; Signe Riemer-Sørensen (IJCNN, 2024)

Multi-resolution learning with DeepONets and long short-term memory neural networks. - Katarzyna Michalowska; Somdatta Goswami; George Em Karniadakis; Signe Riemer-Sørensen (Neurocomputing, 2025)

Road graph generator: Mapping roads at construction sites from GPS data. - Katarzyna Michalowska; Helga Margrete Bodahl Holmestad; Signe Riemer-Sørensen (Knowl. Based Syst., 2025)