Philipp A. Guth

1. Parabolic PDE-constrained optimal control under uncertainty with entropic risk measure using quasi-Monte Carlo integration
   2024/03/11 by Philipp A. Guth, Vesa Kaarnioja, Frances Y. Kuo +2 · 4 citations
   Decision Sciences · Mathematics · Engineering · #Probabilistic and Robust Engineering Design #Mathematical Approximation and Integration #Nuclear reactor physics and engineering
2. One-shot Learning of Surrogates in PDE-constrained Optimization Under Uncertainty
   2021/12/21 by Philipp A. Guth, Claudia Schillings, Guth, Philipp A. +3 · 1 citation
   Computer Science · Engineering · #35Q93 #35R60 #49M25 #60H35 #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
3. Multilevel quasi-Monte Carlo for optimization under uncertainty
   2023/07/28 by Philipp A. Guth, Andreas Van Barel · 2 citations
   Decision Sciences · Mathematics · Computer Science · #Probabilistic and Robust Engineering Design #Mathematical Approximation and Integration #Advanced Mathematical Modeling in Engineering
4. Generalized dimension truncation error analysis for high-dimensional numerical integration: lognormal setting and beyond
   2022/09/13 by Philipp A. Guth, Guth, Philipp A., Vesa Kaarnioja +1 · 1 citation
   Decision Sciences · #Probabilistic and Robust Engineering Design
5. Dynamic output-feedback stabilization of uncertain linear dynamics via digital twins
   2026/07/29 by Philipp A. Guth, Karl Kunisch, Sergio S. Rodrigues +1
   Mathematics · #math.OC #msc:93C40 #msc:93B52 #msc:49N10 #msc:93B51