Physics-informed neural networks for modelling power transformer’s dynamic thermal behaviour F Bragone, K Morozovska, P Hilber, T Laneryd, M Luvisotto Electric power systems research 211, 108447, 2022 | 22 | 2022 |
Physics informed neural networks for power transformer dynamic thermal modelling T Laneryd, F Bragone, K Morozovska, M Luvisotto IFAC-PapersOnLine 55 (20), 49-54, 2022 | 4 | 2022 |
Physics-Informed Neural Networks for Modeling Cellulose Degradation in Power Transformers F Bragone, K Oueslati, T Laneryd, M Luvisotto, K Morozovska 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 2 | 2022 |
Physics-informed machine learning in power transformer dynamic thermal modelling F Bragone | 2 | 2021 |
Trade-offs of wind power production: A study on the environmental implications of raw materials mining in the life cycle of wind turbines K Morozovska, F Bragone, AX Svensson, DA Shukla, E Hellstenius Journal of Cleaner Production 460, 142578, 2024 | 1 | 2024 |
Physics-Informed Neural Networks for prediction of transformer’s temperature distribution OW Odeback, F Bragone, T Laneryd, M Luvisotto, K Morozovska 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 1 | 2022 |
Time Series Predictions Based on PCA and LSTM Networks: A Framework for Predicting Brownian Rotary Diffusion of Cellulose Nanofibrils F Bragone, K Morozovska, T Rosén, D Söderberg, S Markidis International Conference on Computational Science, 209-223, 2024 | | 2024 |
Physics-Informed Neural Networks and Machine Learning Algorithms for Sustainability Advancements in Power Systems Components F Bragone KTH Royal Institute of Technology, 2023 | | 2023 |
Unsupervised Learning Analysis of Flow-Induced Birefringence in Nanocellulose: Differentiating Materials and Concentrations F Bragone, T Rosén, K Morozovska, T Laneryd, D Söderberg, S Markidis | | 2023 |
Self-Supervised Transformer Networks for Error Classification of Tightening Traces DB Wilkman, L Tang, K Morozovska, F Bragone 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | | 2022 |
Physics-Informed Neural Networks for modelling insulation paper degradation in Power Transformers K Oueslati, N Dhahbi-Megriche, F Bragone, K Morozovska, T Laneryd, ... 2022 IEEE International Conference on Electrical Sciences and Technologies …, 2022 | | 2022 |
Physics-Informed Neural Networks for Power Systems Applications F Bragone | | |