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Teaser image to Active learning-assisted neutron spectroscopy with log-Gaussian processes

 

Colloquium

Active learning-assisted neutron spectroscopy with log-Gaussian processes

Mario Teixeira Parente, Department of Statistics, LMU Munich

   08.11.2023

   4:15 pm - 5:45 pm

   LMU Department of Statistics and via zoom

Active learning at three-axes spectrometers (TAS) optimizes beam time by choosing informative measurement locations while considering instrument costs. The presentation introduces a method, based on Gaussian Process Regression and log-normal distributions, discovering signal regions efficiently.

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