Jan-Peter Calliess

Robust learning-based MPC for nonlinear constrained systems

José María Manzano, Daniel Limón, David Muñoz de la Peña et al. · Automatica · 2020 · 83 citations · Full text

Robust Learning-based Mpc, Robust Control, Systems Engineering +2

Sentiment correlation in financial news networks and associated market movements

Xingchen Wan, Jie Yang, Slavi Marinov et al. · Scientific Reports · 2021 · 62 citations · Full text

Learning-based Nonlinear Model Predictive Control

Daniel Limón, Jan-Peter Calliess, J.M. Maciejowski · IFAC-PapersOnLine · 2017 · 57 citations · Full text

Engineering, Machine Learning, Model-based Control Technique +11

Learning-based Nonlinear Model Predictive Control**The authors would like to ackowledge to the Spanish MINECO Grant PRX15-00300 and projects DPI2013-48243-C2-2-R and DPI2016-76493-C3-1-R as well as to the Engineering and Physical Research Council, grant no. EP/J012300/1 for funding this work.

Daniel Limón, Jan-Peter Calliess, J.M. Maciejowski · Apollo (University of Cambridge) · 2017 · 37 citations · Full text

Lipschitz optimisation for Lipschitz Interpolation

Jan-Peter Calliess · 2017 · 30 citations

Numerical Analysis, Engineering, Machine Learning +18