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Professor Dr. Lars Grüne

Address Universität Bayreuth
Mathematisches Institut
Lehrstuhl für Angewandte Mathematik
95440 Bayreuth

Projects

As Applicant
- Current projects
  - Curse-of-dimensionality-free nonlinear optimal feedback control with deep neural networks. A compositionality-based approach via Hamilton-Jacobi-Bellman PDEs (Priority Programmes)
  - Analysis of Random Transport in Chains using Modern Tools from Systems and Control Theory (Research Grants)
  - Stochastic Optimal Control and MPC - Dissipativity, Risk, and Performance (Research Grants)
- Completed projects
  - Analyse und Entwurf ereignisbasierter Regelungen mit quantisierten Signalräumen -Vernetzte Systeme- (Priority Programmes)
  - Entwicklung dezentraler asynchroner prädiktiver Regelungsverfahren für digital vernetzte Systeme (ASYPRED-DEZYPRED) (Priority Programmes)
  - Model Predictive Control for the Fokker-Planck Equation (Research Grants)
  - Model predictive PDE control for energy efficient building operation: Economic model predictive control and time varying systems (Research Grants)
  - Specialized Adaptive Algorithms for Model Predictive Control of PDEs (Research Grants)
  - Performance Analysis for Distributed and Multiobjective Model Predictive Control — The role of Pareto fronts, multiobjective dissipativity and multiple equilibria (Research Grants)
As Cooperation Partner
- Completed projects
  - Flatness-based MPC and observer design for PDE systems (Research Grants)

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