Roland Herzog

About Roland Herzog

Roland Herzog, With an exceptional h-index of 28 and a recent h-index of 19 (since 2020), a distinguished researcher at Ruprecht-Karls-Universität Heidelberg, specializes in the field of Optimal Control, Optimal Experimental Design, Optimization on Manifolds, Scientific Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Tractable Optimal Experimental Design using Transport Maps

A Discretize-then-Optimize Approach to PDE-Constrained Shape Optimization

Wintersemester 2023-Sommersemester 2024

The Riemannian Convex Bundle Method

Total generalized variation for piecewise constant functions on triangular meshes with applications in imaging

Proof of Concept for Fast Equation of State Development Using an Integrated Experimental–Computational Approach

Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent

A manifold of planar triangular meshes with complete Riemannian metric

Roland Herzog Information

University

Position

Professor of Mathematics

Citations(all)

2541

Citations(since 2020)

1170

Cited By

1833

hIndex(all)

28

hIndex(since 2020)

19

i10Index(all)

58

i10Index(since 2020)

36

Email

University Profile Page

Ruprecht-Karls-Universität Heidelberg

Google Scholar

View Google Scholar Profile

Roland Herzog Skills & Research Interests

Optimal Control

Optimal Experimental Design

Optimization on Manifolds

Scientific Machine Learning

Top articles of Roland Herzog

Title

Journal

Author(s)

Publication Date

Tractable Optimal Experimental Design using Transport Maps

arXiv preprint arXiv:2401.07971

Karina Koval

Roland Herzog

Robert Scheichl

2024/1/15

A Discretize-then-Optimize Approach to PDE-Constrained Shape Optimization

ESAIM: Control, Optimisation and Calculus of Variations

Roland Herzog

Estefanía Loayza-Romero

2024

Wintersemester 2023-Sommersemester 2024

Roland Herzog

2024/4/16

The Riemannian Convex Bundle Method

arXiv preprint arXiv:2402.13670

Ronny Bergmann

Roland Herzog

Hajg Jasa

2024/2/21

Total generalized variation for piecewise constant functions on triangular meshes with applications in imaging

SIAM Journal on Imaging Sciences

Lukas Baumgärtner

Ronny Bergmann

Roland Herzog

Stephan Schmidt

José Vidal-Núnez

2023/3/31

Proof of Concept for Fast Equation of State Development Using an Integrated Experimental–Computational Approach

International Journal of Thermophysics

Ophelia Frotscher

Viktor Martinek

Robin Fingerhut

Xiaoxian Yang

Jadran Vrabec

...

2023/7

Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent

arXiv preprint arXiv:2311.16956

Frederik Köhne

Leonie Kreis

Anton Schiela

Roland Herzog

2023/11/28

A manifold of planar triangular meshes with complete Riemannian metric

Mathematics of Computation

Roland Herzog

Estefanía Loayza-Romero

2023/1

Lecture Notes Introduction to Optimization

Roland Herzog

2023/3/27

Uncertainty Propagation of Initial Conditions in Thermal Models

arXiv preprint arXiv:2306.12736

Alexandra Bünger

Roland Herzog

Andreas Naumann

Martin Stoll

2023/6/22

Sensitivity-Based Layer Insertion for Residual and Feedforward Neural Networks

arXiv preprint arXiv:2311.15995

Evelyn Herberg

Roland Herzog

Frederik Köhne

Leonie Kreis

Anton Schiela

2023/11/27

Hybrid Thermal Error Compensation Combining Integrated Deformation Sensor and Regression Analysis Based Models for Complex Machine Tool Designs

3rd International Conference on Thermal Issues in Machine Tools (ICTIMT2023)

Alexander Geist

Janine Glänzel

Roland Herzog

Daniel Zontar

Christian Brecher

...

2023/6/1

An optimal control problem for single-spot pulsed laser welding

Journal of Mathematics in Industry

Roland Herzog

Dmytro Strelnikov

2023/3/16

Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural Network Training

arXiv preprint arXiv:2311.15419

Roland Herzog

Frederik Köhne

Leonie Kreis

Anton Schiela

2023/11/26

Optimal control of the stationary Kirchhoff equation

Computational Optimization and Applications

Masoumeh Hashemi

Roland Herzog

Thomas M Surowiec

2023/6

Optimal control of hughes’ model for pedestrian flow via local attraction

Applied Mathematics & Optimization

Roland Herzog

Jan-Frederik Pietschmann

Max Winkler

2023/12

Wintersemester 2023

Roland Herzog

2023/10/10

Time regularization in optimal time variable learning

PAMM

Evelyn Herberg

Roland Herzog

Frederik Köhne

2023

Lecture Notes Nonlinear Optimization

Roland Herzog

2023/5/7

The proximal map of the weighted mean absolute error

PAMM

Lukas Baumgärtner

Roland Herzog

Stephan Schmidt

Manuel Weiß

2023/12

See List of Professors in Roland Herzog University(Ruprecht-Karls-Universität Heidelberg)

Co-Authors

H-index: 37
Georg Stadler

Georg Stadler

New York University

H-index: 33
Ekkehard W Sachs

Ekkehard W Sachs

Universität Trier

H-index: 32
Alfio Borzi

Alfio Borzi

Julius-Maximilians-Universität Würzburg

H-index: 32
Dirk Lorenz

Dirk Lorenz

Technische Universität Braunschweig

H-index: 28
Andrea Walther

Andrea Walther

Humboldt-Universität zu Berlin

H-index: 27
Matthias Gerdts

Matthias Gerdts

Universität der Bundeswehr München

academic-engine