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Comparing to old models for forward track finding, the new model shows improved tracking efficiency, much faster processing speed, and close resolution.
See details in slides:
New AI Models for FD Track Finding2.pdf

@tongtongcao tongtongcao self-assigned this Jan 5, 2026
@tongtongcao tongtongcao requested a review from baltzell as a code owner January 5, 2026 15:48
@tongtongcao tongtongcao added the ai label Jan 5, 2026
@baltzell baltzell added the speed label Jan 5, 2026
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baltzell commented Jan 5, 2026

Requires #1040

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baltzell commented Jan 6, 2026

Comparing to old models for forward track finding, the new model shows improved tracking efficiency, much faster processing speed, and close resolution. See details in slides: New AI Models for FD Track Finding2.pdf

Looks great!

@baltzell baltzell enabled auto-merge (squash) January 7, 2026 19:19
@baltzell baltzell merged commit 9673941 into development Jan 7, 2026
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tongtongcao added a commit that referenced this pull request Jan 12, 2026
* add engine to apply a new AI model for DC cluster combo prediction

* change deafult threshold

* Switch to generic predictor pool (#1040)

* add generic predictor pool

* cleanup

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Co-authored-by: Nathan Baltzell <baltzell@gmx.com>
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3 participants