| MTP-GO: Graph-based probabilistic multi-agent trajectory prediction with neural ODEs T Westny, J Oskarsson, B Olofsson, E Frisk IEEE Transactions on Intelligent Vehicles 8 (9), 4223-4236, 2023 | 35 | 2023 |
| Temporal graph neural networks for irregular data J Oskarsson, P Sidén, F Lindsten International Conference on Artificial Intelligence and Statistics, 4515-4531, 2023 | 17 | 2023 |
| Evaluation of differentially constrained motion models for graph-based trajectory prediction T Westny, J Oskarsson, B Olofsson, E Frisk 2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023 | 11 | 2023 |
| Graph-based Neural Weather Prediction for Limited Area Modeling J Oskarsson, T Landelius, F Lindsten NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 | 9 | 2023 |
| Probabilistic weather forecasting with hierarchical graph neural networks J Oskarsson, T Landelius, M Deisenroth, F Lindsten Advances in Neural Information Processing Systems 37, 41577-41648, 2024 | 6 | 2024 |
| Scalable deep Gaussian Markov random fields for general graphs J Oskarsson, P Sidén, F Lindsten International conference on machine learning, 17117-17137, 2022 | 6 | 2022 |
| Probabilistic regression using conditional generative adversarial networks J Oskarsson | 6 | 2020 |
| Continuous ensemble weather forecasting with diffusion models M Andrae, T Landelius, J Oskarsson, F Lindsten arXiv preprint arXiv:2410.05431, 2024 | 1 | 2024 |
| Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion E Larsson, J Oskarsson, T Landelius, F Lindsten arXiv preprint arXiv:2502.07532, 2025 | | 2025 |
| Uncertainty Quantification of Surrogate Models using Conformal Prediction V Gopakumar, A Gray, J Oskarsson, L Zanisi, S Pamela, D Giles, ... arXiv preprint arXiv:2408.09881, 2024 | | 2024 |
| Uncertainty Quantification of Pre-Trained and Fine-Tuned Surrogate Models using Conformal Prediction V Gopakumar, A Gray, J Oskarsson, L Zanisi, S Pamela, D Giles, ... arXiv e-prints, arXiv: 2408.09881, 2024 | | 2024 |
| Realtidsmultiplayerspel på IoT-backend J Almqvist, B Detterfelt, T Håkansson, D Kjellström, A Löjdquist, ... | | 2018 |
Fredrik LindstenAssociate Professor, Linköping UniversityVerified email at liu.se
