Date

Participants

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Goals

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Discussion topics

Time

Item

Presenter

Notes

Organizing tasks

  • Owen’s surrogate modeling paper

  • OFF Evaluator paper

  • Binary mixture feasibility study

  • Co-optimization paper

  • Sage release

  • Feasibility of multidimensional surrogate modeling

  • Surrogate modeling with real simulations




  • As you add covariances, how does it become to define the surfaces? How much broader does the model become? How difficult is it to define?

  • How do you reconstruct it adaptively? (Gaussian processes). Latin hypercubes?

  • How do we build it? Do we want to use pyro.ai and how we define custom models?

    • pyro.ai?

    • TensorFlow?

    • pymc3? Easiest to use. Hard to implement custom models in.

Action items

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Decisions

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