TY - T1 - Probabilistic modeling of flow field-flow fractionation for the separation of polymers SN - / UR - URN:NBN:fi:hulib-202010144268; http://hdl.handle.net/10138/320304 T3 - A1 - Silva, Oscar S. A2 - PB - Helsingin yliopisto Y1 - 2020 LA - eng AB - Asymmetrical flow field-flow fractionation (AF4) is a separation and characterization technique for macromolecules and particles, which has been gaining popularity in a multitude of scientific and industrial applications. AF4 is considered a challenging experimental technique to optimize and relatively few tools exist for this purpose. One of the main aims of the work was to provide practitioners of AF4 techniques with software tools, which bridge the gap between domain knowledge and AF4 theo... VO - IS - SP - OP - KW - AF4; asymmetrical flow FFF; probabilistic generative model; Bayesian data analysis; TensorFlow; Polymeerikemia N1 - PP - ER -