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Joel Oskarsson

Continuous Ensemble Weather Forecasting with Diffusion models

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Oct 07, 2024
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Uncertainty Quantification of Pre-Trained and Fine-Tuned Surrogate Models using Conformal Prediction

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Aug 19, 2024
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Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks

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Jun 07, 2024
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Graph-based Neural Weather Prediction for Limited Area Modeling

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Sep 29, 2023
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Evaluation of Differentially Constrained Motion Models for Graph-Based Trajectory Prediction

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Apr 24, 2023
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Temporal Graph Neural Networks for Irregular Data

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Feb 16, 2023
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MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs

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Feb 09, 2023
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Scalable Deep Gaussian Markov Random Fields for General Graphs

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Jun 10, 2022
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