STAP reduces training data costs for PDE surrogates by selectively acquiring key time steps per trajectory instead of full simulations.
how much total uncertainty will be reduced by sampling these time steps
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Active Learning with Selective Time-Step Acquisition for PDEs
STAP reduces training data costs for PDE surrogates by selectively acquiring key time steps per trajectory instead of full simulations.