The set of possible solutions to a linear(ized) PDE matching a discretisation can be used as an informed prior for the nonlinear, exact PDE.
If that sentence makes your head spin, the good news is that @timwei.land has already implemented it all for you in Julia, with full #probnum functionality.
12
0
0
0