Apr 24 – 28, 2023
Fermilab
America/Chicago timezone
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AI Based Stabilization of Sample Environments

Apr 27, 2023, 2:00 PM
20m
Ramsey Auditorium (Wilson Hall) (Fermilab)

Ramsey Auditorium (Wilson Hall)

Fermilab

20-minute talk AI/ML Plenary Session

Speaker

Morgan Henderson (RadiaSoft LLC)

Description

Image recognition and other tasks with visual components typically performed by humans remain integral to the establishment and maintenance of sample environments, including sample alignment, in neutron scattering and similar experiments. During this presentation, I will discuss the development of a user-friendly, EPICS-based interface designed for use by beamline operators which provides high-level access to system controls with the additional capability of deploying machine-learned models that reduce and simplify the workload of humans in executing controls tasks.

Please select if talk will be in person or on zoom In person

Primary author

Morgan Henderson (RadiaSoft LLC)

Co-authors

Ilya Pogorelov (RadiaSoft LLC) Jonathan Edelen (RadiaSoft LLC) Dr Matt Kilpatrick (RadiaSoft LLC)

Presentation materials