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+[[Project Page](https://ml-jku.github.io/UPT)]
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+**U**niversal **P**hysics **T**ransformers (UPTs) are a novel learning paradigm that can model a wide range of
+spatio-temporal problems - both for Lagrangian and Eulerian discretization schemes.
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+UPTs can model transient flow simulations (Eulerian discretization scheme) as indicated by test loss and rollout performance (measured via correlation time):
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+and also the flow-field of particle based simulations (Lagrangian discretization scheme):
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