Advanced multi-level and multi-index Monte Carlo methods in uncertainty quantification

<p>This thesis examines forward uncertainty propagation with the focus on Monte Carlo sampling methods. The goal of the dissertation is to design and apply various efficient and practical multi-level and multi-index Monte Carlo methods in the context of 2D elliptic PDEs with random input.</p>