@MastersThesis{ Seidler:2021, author = {Uta Seidler}, title = {Sparse Grid Methods for High-dimensional Problems in Uncertainty Quantification}, school = {Institut f\"ur Numerische Simulation, Universit\"at Bonn}, year = {2021}, type = {Masterarbeit}, annote = {INSmaster}, supervisor = {M. Griebel}, cosupervisor = {M. A. Schweitzer} }