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Decision Support – Crosscutting topics

Decision Support – Crosscutting topics. Decision Support – Application. Decision Support – Application. Decision Support – Application. Decision Support – Repeated Topics.

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Decision Support – Crosscutting topics

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  1. Decision Support – Crosscutting topics

  2. Decision Support – Application

  3. Decision Support – Application

  4. Decision Support – Application

  5. Decision Support – Repeated Topics • Machines amenable to solving the inverse problem -- inverse design (materials, accelerators, vehicles & mobility systems, genes, organisms, ecologies) • Machines amenable to UQ and "trustworthy" representations and estimates of confidence -- "What do you know and when did you know it?"  • Methods for extracting "explanations" when inputs lack semantic interpretations (e.g. "why did my Tesla crash?"). How can we learn explanations that are satisfying to humans? How can we map a machines learned (usually hidden) semantics to those satisfying to human beings?  • Methods for learning physics (or, more generally, "principled") models from data 

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