Optimizing High- Throughput Capabilities by Leveraging Reinforcement Learning Methods with the Bluesky Suite

2021 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing (XLOOP)(2021)

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摘要
Modern light sources have dramatically increased available photon flux at beamlines, allowing greatly increased measurement speeds for many techniques and enabling high-throughput modes. The limiting factor in optimizing such processes is typically driven by variations in sample composition leading to differing requirements for measurement time to achieve optimal measurement statistics across all ...
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关键词
Limiting,Conferences,Reinforcement learning,Data collection,Dynamic scheduling,Throughput,Time measurement
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