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Career

· Postdoctoral Researcher, ETH Zurich AI Center2025–
· PhD Student, Linköping University2020–2025
· Intern, Ericsson2018–
· Exchange Student (Master's), ETH Zurich2018–2019
· Teaching Assistant, Linköping University2016–2019
· Master's program in Computer Science and Engineering, Linköping University2015–2020

Publications (15)

MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction With Neural ODEs
IEEE Transactions on Intelligent Vehicles · 2023
51
cited
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
Neural Information Processing Systems · 2024
31
cited
Graph-based Neural Weather Prediction for Limited Area Modeling
arXiv.org · 2023
26
cited
Continuous Ensemble Weather Forecasting with Diffusion models
International Conference on Learning Representations · 2024
15
cited
Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
arXiv.org · 2025
14
cited
Temporal Graph Neural Networks for Irregular Data
International Conference on Artificial Intelligence and Statistics · 2023
14
cited
Evaluation of Differentially Constrained Motion Models for Graph-Based Trajectory Prediction
2023 IEEE Intelligent Vehicles Symposium (IV) · 2023
13
cited
Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings
arXiv.org · 2025
11
cited
Uncertainty quantification of surrogate models using conformal prediction
Machine Learning: Science and Technology · 2024
8
cited
Scalable Deep Gaussian Markov Random Fields for General Graphs
International Conference on Machine Learning · 2022
5
cited
CRPS-LAM: Regional ensemble weather forecasting from matching marginals
arXiv.org · 2025
2
cited
Generating Geospatial Trip Data Using Deep Neural Networks
Modeling Spatio-Temporal Systems with Graph-based Machine Learning
Linköping studies in science and technology, Dissertations · 2025
Uncertainty Quantification of Pre-Trained and Fine-Tuned Surrogate Models using Conformal Prediction
arXiv.org · 2024
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Joel Oskarsson | Researcher Profile | Sotabase | Sotabase