MAiNGO - McCormick-based Algorithm for mixed-integer Nonlinear Global Optimization

• A branch-and-bound algorithm with growing datasets for large-scale parameter estimation

  2024 European Journal of Operational Research article Mathematics Advanced Optimization Algorithms Research Open access

  7

  citations
• An Improved Oracle Adaption for Bilevel Programs

  2024 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Computer Science Distributed and Parallel Computing Systems

  0

  citations
• Data-Driven Product-Process Optimization of N-Isopropylacrylamide Microgel Flow-Synthesis

  2023 SSRN Electronic Journal preprint Engineering Innovative Microfluidic and Catalytic Techniques Innovation Open access

  0

  citations
• Flexible operation of modular electrochemical CO2 reduction processes

  2022 IFAC-PapersOnLine article Energy CO2 Reduction Techniques and Catalysts Open access

  10

  citations
• Flexible operation of modular electrochemical CO2 reduction processes

  2021 ChemRxiv preprint Energy CO2 Reduction Techniques and Catalysts Open access

  0

  citations
• Simultaneously optimizing bidding strategy in pay-as-bid-markets and production scheduling

  2021 Computers & Chemical Engineering article Engineering Smart Grid Energy Management Open access

  18

  citations
• Deterministic global optimization with Gaussian processes embedded

  2021 Mathematical Programming Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  47

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

  2021 Optimization and Engineering article Computer Science Topological and Geometric Data Analysis Open access

  57

  citations
• Semi-infinite programming yields optimal disturbance model for offset-free nonlinear model predictive control

  2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

  12

  citations
• Linearization of McCormick relaxations and hybridization with the auxiliary variable method

  2021 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

  17

  citations
• Process systems engineering – The generation next?

  2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration

  261

  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
• Globally optimal working fluid mixture composition for geothermal power cycles

  2020 Energy article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

  15

  citations
• Towards optimal mixtures of working fluids: Integrated design of processes and mixtures for Organic Rankine Cycles

  2020 Renewable and Sustainable Energy Reviews article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

  49

  citations
• Nonlinear scheduling with time‐variable electricity prices using sensitivity‐based truncations of wavelet transforms

  2020 AIChE Journal article Engineering Process Optimization and Integration Open access

  8

  citations
• Global Optimization of Gaussian processes

  2020 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

  5

  citations
• Simultaneous rational design of ion separation membranes and processes

  2020 preprint Environmental Science Membrane Separation Technologies Open access

  2

  citations
• Simultaneous rational design of ion separation membranes and processes

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

  45

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

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

  16

  citations
• Hybrid Mechanistic Data-Driven Modeling for the Deterministic Global Optimization of a Transcritical Organic Rankine Cycle

  2020 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems

  6

  citations

20 results