These metrics should be used as conversation starters and indicators, not as absolute measures of performance. They are most valuable when: Used to identify trends over time Combined with qualitative ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

All materials science data files to be studied so far within the scope of OpenEM are in some form of hdf5 format. To read them and extract their metadata, we are using extrernal libraries suited for ...