A multimodal transformer predicts ODE/PDE solutions and generates correct scientific text descriptions from numerical and symbolic inputs, with low error on in-distribution and out-of-distribution tests.
Machine learning for numerical weather and climate modelling: a review
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A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions
A multimodal transformer predicts ODE/PDE solutions and generates correct scientific text descriptions from numerical and symbolic inputs, with low error on in-distribution and out-of-distribution tests.