Schiela, Anton
- L^∞-error bounds for approximations of the Koopman operator by kernel extended dynamic mode decomposition
2024/03/27 by Frederik Köhne, Köhne, Frederik, Friedrich Philipp +7 · 6 citations
Engineering · Physics and Astronomy · #37M99 #41A05 #47B32 #47B33 #65D12 #Dynamical Systems (math.DS) #FOS: Mathematics #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Nuclear reactor physics and engineering #Numerical Analysis (math.NA)
- Abstract nonlinear sensitivity and turnpike analysis and an application to semilinear parabolic PDEs
2020/08/29 by Grüne, Lars, Schaller, Manuel, Schiela, Anton · 2 citations
#35K55 #35Q93 #49K20 #49K40 #93D20 #Analysis of PDEs (math.AP) #FOS: Mathematics #Optimization and Control (math.OC)
- Efficient Model Predictive Control for Parabolic PDEs with Goal Oriented Error Estimation
2020/07/28 by Lars Grüne, Grüne, Lars, Manuel Schaller +3 · 1 citation
Engineering · Mathematics · #35Q93 #49K40 #65M50 #65N30 #Advanced Control Systems Optimization #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
- A primal dual projection algorithm for efficient constraint preconditioning
2020/12/03 by Schiela, Anton, Stöcklein, Matthias, Weiser, Martin · 1 citation
#35Q93 #65F10 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Second order semi-smooth Proximal Newton methods in Hilbert spaces
2021/03/26 by Bastian Pötzl, Pötzl, Bastian, Anton Schiela +3 · 1 citation
Computer Science · Mathematics · #49M15 #49M37 #Advanced Optimization Algorithms Research #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis
- Inexact Proximal Newton methods in Hilbert spaces
2022/04/26 by Pötzl, Bastian, Schiela, Anton, Jaap, Patrick · 1 citation
#49M15 #49M37 #65K10 #FOS: Mathematics #Optimization and Control (math.OC)
- Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural Network Training
2023/11/26 by Herzog, Roland, Köhne, Frederik, Kreis, Leonie +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)