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Gaussian Process Assisted Active Learning of Physical Laws

stat.ME · 2019-10-07 · unverdicted · novelty 5.0

Active learning framework that combines D-optimality with maximin space-filling via Gaussian process surrogates to recover governing differential equations with fewer experiments than standard designs.

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  • Gaussian Process Assisted Active Learning of Physical Laws stat.ME · 2019-10-07 · unverdicted · none · ref 30

    Active learning framework that combines D-optimality with maximin space-filling via Gaussian process surrogates to recover governing differential equations with fewer experiments than standard designs.