Herzog, Roland
- Total Generalized Variation for Piecewise Constant Functions on Triangular Meshes with Applications in Imaging
2022/06/24 by Lukas P. Baumgartner, Baumgärtner, Lukas, Ronny Bergmann +7 · 2 citations
Computer Science · Medicine · #FOS: Mathematics #Image and Signal Denoising Methods #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Numerical Analysis (math.NA)
- The Riemannian Convex Bundle Method
2024/02/21 by Ronny Bergmann, Bergmann, Ronny, Roland Herzog +3 · 2 citations
Computer Science · Mathematics · #Differential Geometry (math.DG) #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Optimization and Control (math.OC) #advanced mathematical theories
- Unit-Aware Genetic Programming for the Development of Empirical Equations
2024/05/29 by Julia Reuter, Reuter, Julia, Viktor Martinek +5 · 2 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Symbolic Computation (cs.SC)
- Introducing Thermodynamics-Informed Symbolic Regression -- A Tool for Thermodynamic Equations of State Development
2023/09/06 by Viktor Martinek, Ophelia Frotscher, Martinek, Viktor +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Statistics and Probability (physics.data-an)
- Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural Network Training
2023/11/26 by Roland W. Herzog, Herzog, Roland, Frederik Köhne +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
- Preconditioning for a Phase-Field Model with Application to Morphology Evolution in Organic Semiconductors
2022/04/07 by Bergermann, Kai, Deibel, Carsten, Herzog, Roland +3 · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- Hyper-Differential Sensitivity Analysis of Uncertain Parameters in PDE-Constrained Optimization
2019/09/16 by Hart, Joseph, Waanders, Bart van Bloemen, Herzog, Roland · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)