Eunhwa Lee, MoonKi Choi
Factors associated with medication adherence among older adults with multimorbidity: A culture perspective
Geriatric nursing (New York, N.Y.)
synchrotron xray techniques essential studies intrinsic relationship synthesis structure properties materials modern synchrotrons produce 1 petabyte data per day amounts data speed materials development also comes staggering growth workload data generated must stored analyzed present approach quickly identifying atomic structure model pair distribution function pdf data nanocrystalline materials model mlstructuremining uses treebased machine learning ml classifier mlstructuremining trained classify chemical structures pdf gives top3 accuracy 99 simulated pdfs seen training total 6062 possible classes also demonstrate mlstructuremining identify chemical structure experimental pdfs nanoparticles cofe2o4 ceo2 show used treat situ pdf series collected bi2fe4o9 formation additionally show mlstructuremining used combination wellknown methods principal component analysis pca nonnegative matrix factorization nmf analyze data situ experiments mlstructuremining thus allows realtime structure characterization screening vast quantities crystallographic information files seconds