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Mathematics

D-Index
49
Citations
8219
World Ranking
1160
National Ranking
60

Electronics and Electrical Engineering

D-Index
48
Citations
8218
World Ranking
3103
National Ranking
93

Overview

Lars Grüne is affiliated with the University of Bayreuth in Germany. Their research primarily spans the field of Engineering with a particular focus on Control and Systems Engineering. They have contributed extensively to subfields including Statistical and Nonlinear Physics, Computational Theory and Mathematics, Numerical Analysis, and Economics and Econometrics.

Their main research topics include:

  • Advanced Control Systems Optimization
  • Control Systems and Identification
  • Stability and Controllability of Differential Equations
  • Model Reduction and Neural Networks
  • Control and Stability of Dynamical Systems
  • Numerical methods for differential equations
  • Fault Detection and Control Systems

Lars Grüne's recent publications include the following works:

  • "On the relation between turnpike properties and dissipativity for continuous time linear quadratic optimal control problems," 2020, published in Mathematical Control and Related Fields
  • "Dissipativity and Optimal Control: Examining the Turnpike Phenomenon," 2022, published in IEEE Control Systems
  • "Model Predictive Control, Cost Controllability, and Homogeneity," 2020, published in SIAM Journal on Control and Optimization
  • "Data-Driven MPC With Stability Guarantees Using Extended Dynamic Mode Decomposition," 2024, published in IEEE Transactions on Automatic Control
  • "Turnpike Properties in Optimal Control: An Overview of Discrete-Time and Continuous-Time Results," 2020, published in arXiv (Cornell University)

The scientist has frequently collaborated with the following co-authors:

  • Timm Faulwasser
  • Manuel Schaller
  • Christopher M. Kellett
  • Jonas Schießl
  • Thomas Kriecherbauer

Their work has been published often in these venues:

  • arXiv (Cornell University)
  • IFAC-PapersOnLine
  • Mathematical Control and Related Fields
  • Systems & Control Letters
  • IEEE Transactions on Automatic Control

Lars Grüne has authored at least one book, titled (In-)Stability of Differential Inclusions, published by Springer International Publishing in 2021.

Best Publications

  • Nonlinear Model Predictive Control : Theory and Algorithms. 2nd Edition

    Lars Grüne;Jürgen Pannek

  • Economic receding horizon control without terminal constraints

    Lars GrüNe

  • Analysis and Design of Unconstrained Nonlinear MPC Schemes for Finite and Infinite Dimensional Systems

    Lars Grüne

  • Distributed and Decentralized Control of Residential Energy Systems Incorporating Battery Storage

    Karl Worthmann;Christopher M. Kellett;Philipp Braun;Lars Grune

  • On the Infinite Horizon Performance of Receding Horizon Controllers

    L. Grune;A. Rantzer

  • Analysis of unconstrained nonlinear MPC schemes with time varying control horizon

    Lars Grune;Jurgen Pannek;Martin Seehafer;Karl Worthmann

  • Asymptotic Behavior of Dynamical and Control Systems under Perturbation and Discretization

    Lars Grüne

  • Homogeneous State Feedback Stabilization of Homogenous Systems

    Lars Grüne

  • Stability and Feasibility of State Constrained MPC without Stabilizing Terminal Constraints

    Andrea Boccia;Lars Grüne;Karl Worthmann

  • A generalization of Zubov's method to perturbed systems

    F. Camilli;L. Grune;F. Wirth

  • Lyapunov-based continuous-time nonlinear controller redesign for sampled-data implementation

    Dragan NešIć;Lars GrüNe

  • Asymptotic stability and transient optimality of economic MPC without terminal conditions

    Lars Grüne;Marleen Stieler

  • AN EXPONENTIAL TURNPIKE THEOREM FOR DISSIPATIVE DISCRETE TIME OPTIMAL CONTROL PROBLEMS

    Tobias Damm;Lars Grüne;Marleen Stieler;Karl Worthmann

  • An adaptive grid scheme for the discrete Hamilton-Jacobi-Bellman equation

    Lars Grüne

  • Using dynamic programming with adaptive grid scheme for optimal control problems in economics

    Lars Grüne;Willi Semmler

  • NMPC without terminal constraints

    Lars Grüne

  • Using nonlinear model predictive control for dynamic decision problems in economics

    Lars Grüne;Willi Semmler;Marleen Stieler

  • On the relation between strict dissipativity and turnpike properties

    Lars Grüne;Matthias Albrecht Müller

  • Asymptotic stability equals exponential stability, and ISS equals finite energy gain - if you twist your eyes

    Lars Grüne;Eduardo D. Sontag;Fabian R. Wirth

  • Economic Nonlinear Model Predictive Control

    Timm Faulwasser;Lars Grüne;Matthias A. Müller

  • Homogeneous state feedback stabilization of homogeneous systems

    L. Grune

  • Event-Based Control

    Lars Grüne;Sandra Hirche;Oliver Junge;Péter Koltai

Frequent Co-Authors

Fabian Wirth
Fabian Wirth University of Passau
Peter E. Kloeden
Peter E. Kloeden University of Tübingen
Dragan Nesic
Dragan Nesic University of Melbourne
Matthias A. Müller
Matthias A. Müller University of Stuttgart
Frank Allgöwer
Frank Allgöwer University of Stuttgart
Jan Lunze
Jan Lunze Ruhr University Bochum
Eduardo D. Sontag
Eduardo D. Sontag Northeastern University
Michael Margaliot
Michael Margaliot Tel Aviv University
Moritz Diehl
Moritz Diehl University of Freiburg
Rolf Findeisen
Rolf Findeisen Technical University of Darmstadt

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