Short CV
- Since 11/
2018: PhD Student at the University of Mannheim supervised by Prof. Claudia Schillings, member of the research training group Statistical Modeling of Complex Systems and Processes. - 2013 – 2018: Studies of Mathematics in Business and Economics at the University of Mannheim.
Publications
- P. A. Guth, V. Kaarnioja, F. Y. Kuo, C. Schillings, and I. H. Sloan, A Quasi-Monte Carlo Method for Optimal Control Under Uncertainty, SIAM/
ASA Journal on Uncertainty Quantification, 9(2) (2021), pp. 354--383, https://doi.org/10.1137/19M1294952. - P. A. Guth, C. Schillings, S. Weissmann, Ensemble Kalman filter for neural network based one-shot inversion, arXiv preprint (2020), arXiv:2005.02039v2 [math.NA].
- P. A. Guth, A. Van Barel, Multilevel Quasi-Monte Carlo for Optimization under Uncertainty, arXiv preprint (2021), arXiv:2109.14367 [math.NA].
Theses
- “Bayesian Optimal Design” – Master Thesis, University of Mannheim (2018)
- “Optimal Growth in a Two-Sector Model of Capital Accumulation” – Bachelor Thesis, University of Mannheim (2016)