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08/12/2021
ST-PCNN: Spatio-Temporal Physics-Coupled Neural Networks for Dynamics Forecasting
Ocean current, fluid mechanics, and many other spatio-temporal physical ...
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08/11/2021
Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems
Spatio-temporal forecasting is of great importance in a wide range of dy...
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08/04/2020
Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting
According to the National Academies, a weekly forecast of velocity, vert...
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05/17/2020