activity
20122024
most citedA consensus-based model for global optimization and its mean-field limit

146 citations · 251 across the 18 of their papers we have counts for

collaborators

20 papers

math.OC2024★ 2 cited

A Novel Deflation Approach for Topology Optimization and Application for Optimization of Bipolar Plates of Electrolysis Cells

Leon Baeck, Sebastian Blauth, Christian Leithäuser +2

Topology optimization problems usually feature multiple local minimizers. To guarantee convergence to local minimizers that perform best globally or to find local solutions that ar…

math.OC2024

Computing Multiple Local Minimizers for the Topology Optimization of Bipolar Plates in Electrolysis Cells

Leon Baeck, Sebastian Blauth, Christian Leithäuser +2

In this paper we consider the topology optimization for a bipolar plate of a hydrogen electrolysis cell. We use the Borvall-Petersson model to describe the fluid flow and derive a…

math.OC2023★ 5 cited

Topology Optimization for Uniform Flow Distribution in Electrolysis Cells

Leon Baeck, Sebastian Blauth, Christian Leithäuser +2

In this paper we consider the topology optimization for a bipolar plate of a hydrogen electrolysis cell. We present a model for the bipolar plate using the Stokes equation with an…

math.OC2023★ 1 cited

Asymptotic Analysis for Optimal Control of the Cattaneo Model

Sebastian Blauth, René Pinnau, Matthias Andres +1

We consider an optimal control problem with tracking-type cost functional constrained by the Cattaneo equation, which is a well-known model for delayed heat transfer. In particular…

math.OC2020★ 8 cited

Optimal Control of the Sabatier Process in Microchannel Reactors

Sebastian Blauth, Christian Leithäuser, René Pinnau

We consider the optimization of a chemical microchannel reactor by means of PDE constrained optimization techniques, using the example of the Sabatier reaction. To model the chemic…

math.OC2020★ 10 cited

Shape Sensitivity Analysis for a Microchannel Cooling System

Sebastian Blauth, Christian Leithäuser, René Pinnau

We analyze the theoretical framework of a shape optimization problem for a microchannel cooling system. To this end, a cost functional based on the tracking of absorbed energy by t…

math.OC2019★ 10 cited

Model Hierarchy for the Shape Optimization of a Microchannel Cooling System

Sebastian Blauth, Christian Leithäuser, René Pinnau

We model a microchannel cooling system and consider the optimization of its shape by means of shape calculus. A three-dimensional model covering all relevant physical effects and t…

math.OC2019★ 1 cited

Space mapping-based Receding Horizon Control for Stochastic Interacting Particle Systems: dogs herding sheep

René Pinnau, Claudia Totzeck

Control of stochastic interacting particle systems is a non-trivial task due to the high dimensionality of the problem and the lack of fast algorithms. Here, we propose a space map…

math.OC2019★ 44 cited

Instantaneous control of interacting particle systems in the mean-field limit

Martin Burger, Rene Pinnau, Claudia Totzeck +2

Controlling large particle systems in collective dynamics by a few agents is a subject of high practical importance, e.g., in evacuation dynamics. In this paper we study an instant…

math.OC2019★ 4 cited

Mean-field optimal control and optimality conditions in the space of probability measures

Martin Burger, René Pinnau, Claudia Totzeck +1

We derive a framework to compute optimal controls for problems with states in the space of probability measures. Since many optimal control problems constrained by a system of ordi…

math.OC2016★ 4 cited

Controlling a self-organizing system of individuals guided by a few external agents -- particle description and mean-field limit

Martin Burger, René Pinnau, Andreas Roth +2

Optimal control of large particle systems with collective dynamics by few agents is a subject of high practical importance (e.g. in evacuation dynamics), but still limited mathemat…

math.OC2016

Elastic image registration with exact mass preservation

Jarosław Wlazło, Robert Feßler, René Pinnau +2

We establish a new framework for image registration, which is based on linear elasticity and optimal mass transportation theory. We combine these two arguments in order to obtain a…

math.PR2016★ 146 cited

A consensus-based model for global optimization and its mean-field limit

René Pinnau, Claudia Totzeck, Oliver Tse +1

We introduce a novel first-order stochastic swarm intelligence (SI) model in the spirit of consensus formation models, namely a consensus-based optimization (CBO) algorithm, which…

math.OC2015★ 2 cited

The quasi-neutral limit in optimal semiconductor design

Rene Pinnau, Claudia Totzeck, Oliver Tse

We study the quasi-neutral limit in an optimal semiconductor design problem constrained by a nonlinear, nonlocal Poisson equation modelling the drift diffusion equations in thermal…

math.OC2014★ 9 cited

Approximate Controllability of Linearized Shape-Dependent Operators for Flow Problems

Christian Leithäuser, René Pinnau, Robert Feßler

We study the controllability of linearized shape-dependent operators for flow problems. The first operator is a mapping from the shape of the computational domain to the tangential…

math.OC2014★ 1 cited

A Numerical Approach to Shape Optimization with State Constraints

Christian Leithäuser, René Pinnau, Robert Feßler

We present a general numerical approach to shape optimization with state constraints for 2-dimensional geometries, without relaxing the constraints. To do this we reformulate the p…

math.AP2014★ 1 cited

On the Effects of Bohm's Potential on a Stationary Macroscopic System of Self-Interacting Particles

René Pinnau, Oliver Tse

We consider a macroscopic model describing a system of self-gravitating particles. We study the existence and uniqueness of non-negative stationary solutions and allude the differe…

math.OC2014★ 1 cited

The Semi-Classical Limit of an Optimal Design Problem for the Stationary Quantum Drift-Diffusion Model

René Pinnau, Sebastian Rau, Florian Schneider +1

We consider an optimal semiconductor design problem for the quantum drift diffusion (QDD) model in the semiclassical limit. The design question is formulated as a PDE constrained o…

math.OC2013★ 2 cited

Optimal Control for Burgers Equation using Particle Methods

Jan Marburger, Rene Pinnau

This papers shows the convergence of optimal control problems where the constraint function is discretised by a particle method. In particular, we investigate the viscous Burgers e…

math.AP2012

Existence analysis for a simplified transient energy-transport model for semiconductors

Ansgar Jüngel, René Pinnau, Elisa Röhrig

A simplified transient energy-transport system for semiconductors subject to mixed Dirichlet-Neumann boundary conditions is analyzed. The model is formally derived from the non-iso…