The parallel finite element system M++ with integrated multilevel preconditioning and multilevel Monte Carlo methods. - Niklas Baumgarten; Christian Wieners (Comput. Math. Appl., 2021)

A Fully Parallelized and Budgeted Multi-Level Monte Carlo Method and the Application to Acoustic Waves. - Niklas Baumgarten; Sebastian Krumscheid; Christian Wieners (CoRR, 2023)

A Fully Parallelized and Budgeted Multilevel Monte Carlo Method and the Application to Acoustic Waves. - Niklas Baumgarten; Sebastian Krumscheid; Christian Wieners (SIAM/ASA J. Uncertain. Quantification, 2024)

A Budgeted Multi-Level Monte Carlo Method for Full Field Estimates of Multi-PDE Problems. - Niklas Baumgarten; Robert Kutri; Robert Scheichl (CoRR, 2025)

Multilevel Stochastic Gradient Descent for Optimal Control Under Uncertainty. - Niklas Baumgarten; David Schneiderhan (CoRR, 2025)