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lanl / SEPIA

Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.
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handling of redundant uncertainty parameters in scalar response case #25

Open jgattiker opened 3 years ago

jgattiker commented 3 years ago

In a scalar output model, lamWs and lamWOs are not distinguishable in any way. lamWs should be set to effective infinity (1e12) and not sampled.

Actual np.inf doesn't work. It would probably have to be 'if'ed out to remove the negligible impact of a large precision.