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Refine model and deployment to operate in continuous mode.
Overdue by 4 month(s)•Due by August 1, 2025Create simulation of realistic operating conditions that includes regular beam trips, DAQ transitions and configuration changes.
Overdue by 5 month(s)•Due by July 1, 2025Create outward facing monitoring pages for the system using Grafana or similar.
Overdue by 8 month(s)•Due by April 1, 2025Develop safety policies for operation of the system. Interface with the EPICS alarm system
Overdue by 9 month(s)•Due by March 1, 2025Connect AI/ML model from the larger lab DS ecosystem to the control system for the goniometer. Include appropriate elements into the standard control system GUIs.
Overdue by 10 month(s)•Due by February 1, 2025Develop and train model to predict polarization FOM based on available inputs.
Overdue by 1 year(s)•Due by November 1, 2024•0/1 issues closedPerform Shapley analysis based on polarization FOM (= pol2×photonenergy) to determine most relevant parameter set.
Overdue by 1 year(s)•Due by July 4, 2024•0/1 issues closedIdentify “nudge” events and responses to build data set for training.
Overdue by 1 year(s)•Due by June 5, 2024•0/2 issues closedIdentify all potentially relevant parameters (e.g. beam positions, energy, collimator, etc..) and gather historical data. Curate into form suitable for processing with modern data science tools
Overdue by 1 year(s)•Due by April 4, 2024•0/3 issues closed