Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities
Marcus M. Noack, Petrus H. Zwart, Daniela Ushizima, Masafumi Fukuto, Kevin G. Yager, Katherine C. Elbert, Christopher B. Murray, Aaron Stein, Gregory S. Doerk, Esther H. R. Tsai, Ruipeng Li, Guillaume Freychet, Mikhail Zhernenkov, Hoi‐Ying N. Holman, Steven Lee, Liang Chen, Eli Rotenberg, Tobias Weber, Yannick Le Goc, Martin Boehm, P. Steffens, P. Mutti, James A. Sethian
Topics & Concepts
KrigingGaussian processData acquisitionComputer scienceGround-penetrating radarCurse of dimensionalityParametric statisticsFocus (optics)Process (computing)Data miningGaussianGaussian functionMachine learningArtificial intelligenceMathematicsRadarPhysicsStatisticsQuantum mechanicsTelecommunicationsOpticsOperating systemMass Spectrometry Techniques and ApplicationsSpectroscopy Techniques in Biomedical and Chemical ResearchMachine Learning in Materials Science