Benner, P., Onwunta, A., & Stoll, M. (2016). Block-diagonal Preconditioning for Optimal Control Problems Constrained by PDEs with Uncertain Inputs. SIAM Journal on Matrix Analysis and Applications, 37(2), 491-518. doi:10.1137/15M1018502.