Incipient fault prediction in power quality monitoring V Hoffmann, K Michalowska, CA Andresen, BN Torsæter AIM, 2019 | 15 | 2019 |
Impact of seasonal weather on forecasting of power quality disturbances in distribution grids K Michałowska, V Hoffmann, C Andresen 2020 International Conference on Smart Energy Systems and Technologies (SEST …, 2020 | 8 | 2020 |
Neural operator learning for long-time integration in dynamical systems with recurrent neural networks K Michałowska, S Goswami, GE Karniadakis, S Riemer-Sørensen arXiv preprint arXiv:2303.02243, 2023 | 7 | 2023 |
Anomaly detection with unknown anomalies: Application to maritime machinery K Michałowska, S Riemer-Sørensen, C Sterud, OM Hjellset IFAC-PapersOnLine 54 (16), 105-111, 2021 | 5 | 2021 |
DON-LSTM: Multi-Resolution Learning with DeepONets and Long Short-Term Memory Neural Networks K Michałowska, S Goswami, GE Karniadakis, S Riemer-Sørensen arXiv preprint arXiv:2310.02491, 2023 | 1 | 2023 |
Road Graph Generator: Mapping roads at construction sites from GPS data K Michałowska, HMB Holmestad, S Riemer-Sørensen arXiv preprint arXiv:2402.09919, 2024 | | 2024 |
Multi-Resolution Learning with DeepONets and Long Short-Term Memory Neural Networks K Michałowska, S Goswami, GE Karniadakis, S Riemer-Sørensen | | 2023 |