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Meta-learning accelerates detector design optimization

Borisyak, Maxim et al.
arXiv (All) · Papers
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i-2-6instrumentation-and-detectorsmachine-learning
The quality of a detector design is ultimately determined by the quality of the inference it enables, that is, by the accuracy with which the quantities of interest are reconstructed from the raw detector response. For complex detectors, the inference is performed by machine learning models, and the
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