Grüne, Lars

1. Model Predictive Control, Cost Controllability, and Homogeneity *
   2019/06/08 by Jean‐Michel Coron, Coron, Jean-Michel, Lars Grüne +3 · 5 citations
   Engineering · #Advanced Control Systems Optimization #Stability and Control of Uncertain Systems #Control Systems and Identification
2. Turnpike Properties in Optimal Control: An Overview of Discrete-Time and Continuous-Time Results
   2020/11/27 by Faulwasser, Timm, Grüne, Lars · 4 citations
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Computing Lyapunov functions using deep neural networks
   2020/05/18 by Grüne, Lars · 4 citations
   #34D20 #65Y20 #93D30 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
4. Data-driven MPC with stability guarantees using extended dynamic mode decomposition
   2023/08/01 by Bold, Lea, Grüne, Lars, Schaller, Manuel +1 · 5 citations
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Abstract nonlinear sensitivity and turnpike analysis and an application to semilinear parabolic PDEs
   2020/08/29 by Grüne, Lars, Schaller, Manuel, Schiela, Anton · 2 citations
   #35K55 #35Q93 #49K20 #49K40 #93D20 #Analysis of PDEs (math.AP) #FOS: Mathematics #Optimization and Control (math.OC)
6. Overcoming the curse of dimensionality for approximating Lyapunov functions with deep neural networks under a small-gain condition
   2020/01/23 by Grüne, Lars · 1 citation
   #Dynamical Systems (math.DS) #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
7. The interval turnpike property for adjoints
   2020/05/25 by Timm Faulwasser, Lars Grüne, Faulwasser, Timm +5 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #49K20 #49K40 #93B05 #93B07 #93D20 #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
8. Efficient Model Predictive Control for Parabolic PDEs with Goal Oriented Error Estimation
   2020/07/28 by Lars Grüne, Grüne, Lars, Manuel Schaller +3 · 1 citation
   Engineering · Mathematics · #35Q93 #49K40 #65M50 #65N30 #Advanced Control Systems Optimization #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
9. On the gain of entrainment in the n-dimensional ribosome flow model
   2022/10/19 by Ron Ofir, Ofir, Ron, Thomas Kriecherbauer +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #FOS: Electrical engineering #FOS: Mathematics #Monoclonal and Polyclonal Antibodies Research #Optimization and Control (math.OC) #RNA Research and Splicing #RNA and protein synthesis mechanisms #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Relaxed dissipativity assumptions and a simplified algorithm for multiobjective MPC
    2022/02/17 by Eichfelder, Gabriele, Grüne, Lars, Krügel, Lisa +1 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
11. On the gain of entrainment in a class of weakly contractive bilinear control systems with applications to the master equation and the ribosome flow model
    2023/07/07 by Rami Katz, Katz, Rami, Thomas Kriecherbauer +5 · 1 citation
    Physics and Astronomy · Computer Science · #Advanced Thermodynamics and Statistical Mechanics #stochastic dynamics and bifurcation #Nonlinear Dynamics and Pattern Formation
12. Turnpike and dissipativity in generalized discrete-time stochastic linear-quadratic optimal control
    2023/09/11 by Jonas Schießl, Ruchuan Ou, Schießl, Jonas +7 · 2 citations
    Economics, Econometrics and Finance · Decision Sciences · #Stochastic processes and financial applications #Economic theories and models #Risk and Portfolio Optimization
13. Performance guarantees for optimization-based state estimation using turnpike properties
    2025/01/30 by Schiller, Julian D., Grüne, Lars, Müller, and Matthias A. · 1 citation
    #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering