Ali Mesbah

Best Publications

• Stochastic Model Predictive Control: An Overview and Perspectives for Future Research

  Ali Mesbah

  894
  Citations

• Building houses with local materials: means to drastically reduce the environmental impact of construction

  J C Morel;A Mesbah;M Oggero;Peter Walker

  747
  Citations

• Stochastic nonlinear model predictive control with probabilistic constraints

  Ali Mesbah;Stefan Streif;Rolf Findeisen;Richard D. Braatz

  226
  Citations

• Stochastic model predictive control with active uncertainty learning: A Survey on dual control

  Ali Mesbah

  179
  Citations

• Stochastic model predictive control — how does it work?

  Tor Aksel N. Heirung;Joel A. Paulson;Jared O’Leary;Ali Mesbah

  175
  Citations

• Stochastic model predictive control with joint chance constraints

  Joel A. Paulson;Edward A. Buehler;Richard D. Braatz;Ali Mesbah

  135
  Citations

• Input design for active fault diagnosis

  Tor Aksel N. Heirung;Ali Mesbah

  87
  Citations

• Machine learning in process systems engineering: Challenges and opportunities

  Unknown

  85
  Citations

• An efficient method for stochastic optimal control with joint chance constraints for nonlinear systems

  Joel A. Paulson;Ali Mesbah

  81
  Citations

• Fusion of Machine Learning and MPC under Uncertainty: What Advances Are on the Horizon?

  Unknown

  78
  Citations

• Model Predictive Control of an Integrated Continuous Pharmaceutical Manufacturing Pilot Plant

  Ali Mesbah;Joel A. Paulson;Richard Lakerveld;Richard D. Braatz

  75
  Citations

• Active Fault Diagnosis for Nonlinear Systems with Probabilistic Uncertainties

  Ali Mesbah;Stefan Streif;Rolf Findeisen;Richard D. Braatz

  71
  Citations

• Approximate Closed-Loop Robust Model Predictive Control With Guaranteed Stability and Constraint Satisfaction

  Joel A. Paulson;Ali Mesbah

  65
  Citations

• Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks

  Angelo D. Bonzanini;Joel A. Paulson;Georgios Makrygiorgos;Ali Mesbah

  58
  Citations

• Performance-oriented model learning for control via multi-objective Bayesian optimization

  Unknown

  57
  Citations

• Towards a Biomanufactory on Mars

  Aaron J. Berliner;Jacob M. Hilzinger;Anthony J. Abel;Matthew J. McNulty

  56
  Citations

• Stability analysis and stabilization of discrete-time non-homogeneous semi-Markov jump linear systems: A polytopic approach

  Zepeng Ning;Zepeng Ning;Lixian Zhang;Ali Mesbah;Patrizio Colaneri

  55
  Citations

• Arbitrary Polynomial Chaos for Uncertainty Propagation of Correlated Random Variables in Dynamic Systems

  Joel A. Paulson;Edward A. Buehler;Ali Mesbah

  54
  Citations

• Effective dose delivery in atmospheric pressure plasma jets for plasma medicine: a model predictive control approach

  Dogan Gidon;David B Graves;Ali Mesbah

  52
  Citations

• Fast stochastic model predictive control of high-dimensional systems

  Joel A. Paulson;Ali Mesbah;Stefan Streif;Rolf Findeisen

  47
  Citations