The HiFiMagnet Book

to build a hierarchy of numerical models ranging from 2D axi to 3D, and including more and more physics. The idea here is to reconsider the hypothesis that are needed to derive the semi-analytical approximations upon which our standard design and optimization procedures are based and ultimately to quantify the hypotheses effects;

to complement our standard design by performing sensitivity analysis and uncertainty quantification on material properties, operational parameters and geometric clearances. It allows e.g. to identify the important parameters, to perform quantile estimation, to compute probability of failure and ultimately to provide safety operational controls.