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cs.LG2023
Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems
Fiona Lippert, Bart Kranstauber, E. Emiel van Loon +1
Probabilistic inference in high-dimensional state-space models is computationally challenging. For many spatiotemporal systems, however, prior knowledge about the dependency struct…
cs.LG2022
Physics-informed inference of aerial animal movements from weather radar data
Fiona Lippert, Bart Kranstauber, E. Emiel van Loon +1
Studying animal movements is essential for effective wildlife conservation and conflict mitigation. For aerial movements, operational weather radars have become an indispensable da…