equinor / flownet

FlowNet - Data-Driven Reservoir Predictions
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Data types/prior distributions in FlowNet #237

Closed olelod closed 3 years ago

olelod commented 3 years ago

In FlowNet the only available data types or distributions as of now are uniform and loguniform. ERT offers a few more. We should maybe aim at making it possible to define the same distributions in FlowNet. This means adding (at least) normal, lognormal, triangular, const, and maybe truncated_normal. The remaining ones (errf, derrf and dunif) are maybe a bit more obscure.

Adding more distributions will make some complications for the kriging/constraining to logs - other than that it should not be a problem.