Global Methods for Dynamic Optimization and Mixed-Integer Dynamic Optimization

• Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement

  2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access

  4

  citations
• Satisfaction of path chance constraints in dynamic optimization problems

  2022 Computers & Chemical Engineering article Decision Sciences Risk and Portfolio Optimization

  3

  citations
• Global dynamic optimization with Hammerstein–Wiener models embedded

  2022 Journal of Global Optimization article Engineering Advanced Control Systems Optimization Open access

  18

  citations
• Obey validity limits of data-driven models through topological data analysis and one-class classification

  2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

  57

  citations
• Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning

  2020 preprint Environmental Science Membrane Separation Technologies Open access

  1

  citations
• Optimization-based observability analysis

  2020 Computers & Chemical Engineering article Engineering Control Systems and Identification

  1

  citations
• Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning

  2020 Journal of Membrane Science article Environmental Science Membrane Separation Technologies Open access

  73

  citations
• Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded

  2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

  16

  citations

8 results