Example logic for auxiliary variables in DIRK stepper #119
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Previously all variables were treated as if they have explicit time dependence and were updated by summing over stage derivatives. If$u$ was the time-dependent variable and $\zeta$ an auxiliary variable they would both be replaced by
Now the lack of a time derivative on$\zeta$ is identified and they are instead replaced by
The non-linear solve is still done over$k_u$ , $k_\zeta$ but $k_\zeta$ now represents the value of the auxiliary variable $\zeta$ instead of its stage derivative which is not needed. Only the time-dependent $g_u$ is updated by summing over stage derivatives $k_u$ .