10–15 Aug 2025
SAFE Credit Union Convention Center
America/Los_Angeles timezone

AI-Ready Control Infrastructure for Cyclotron Systems Using GPU-Accelerated Python GUIs and LabVIEW over ZeroMQ

Not scheduled
20m
SAFE Credit Union Convention Center

SAFE Credit Union Convention Center

1401 K St, Sacramento, CA 95814
Poster Presentation MC6 - Beam Instrumentation, Controls, AI/ML, and Operational Aspects MC6

Speaker

Claudio Lopez Osses (University of California, Davis)

Description

We present a modular, AI-ready control and monitoring infrastructure developed for the 76-inch isochronous cyclotron at the Crocker Nuclear Laboratory, University of California, Davis. The system combines a GPU-accelerated Python GUI engine on a high-performance Linux workstation with a LabVIEW-based supervisory platform for real-time control and data acquisition.
Communication between platforms is handled via ZeroMQ, enabling low-latency, asynchronous data exchange. Benchmark results show end-to-end response times below 10 ms with minimal jitter, supporting real-time visualization and interactive feedback.
Designed to separate deterministic control from high-level logic and user interaction, this architecture offers robust performance, scalability, and extensibility. It lays the groundwork for future integration of AI-based optimization, autonomous control, and predictive diagnostics in cyclotron operations.

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Author

Claudio Lopez Osses (University of California, Davis)

Co-authors

Eric Prebys (University of California, Davis) Mr Michael Backfish (University of California, Davis) Mr Gabriel Soto (University of California, Davis) Mr Irwin Lopez (University of California, Davis) Mr Rafiaullah Sahebzada (University of California, Davis) Mr Mathew Novotny (University of California, Davis) Mr Berns Hans-Gerd (University of California, Davis)

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