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IA-2026-0157

Emulator for OPP port models and for relocatable ocean modelling system

Ideation Ecosystems and Oceans Science

Description of the initiative

Use machine learning to develop an emulator (or similar) for the OPP port models, which would be used to produce forecasts via inference. The inference is expected to be both faster and computationally cheaper than existing solutions. The training process would use existing model output from multi-year hindcasts. Success with a fixed location would graduate to developing a relocatable emulator TBD; could be U-Net or CNN, or based on GraphCast

Strategic alignment

  • —

Contacts

Subject matter expert
Dunphy, Michael

Lifecycle

  1. Ideation

    Stage status : In progress

    August 28, 2026

  2. Assessment

    Stage status : Upcoming

  3. Approved

    Stage status : Upcoming

  4. Development

    Stage status : Upcoming

  5. Pilot

    Stage status : Upcoming

  6. Production

    Stage status : Upcoming

  7. Archived

    Stage status : Upcoming

Schedule for this initiative

  • Completed
  • In progress
  • Planned
  • Not applicable
  • Today
Aug 26
Change log (4 entries)

Public history of this initiative's key events. The team's internal exchanges are not shown.

  1. Stage change

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  2. Stage change

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  3. Stage change

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  4. Created