A polyhedral branch-and-cut approach to global optimization

• Out-of-sample estimation for a branch-and-bound algorithm with growing datasets

  2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

  0

  citations
• A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms

  2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

  9

  citations
• 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
• Towards global parameter estimation exploiting reduced data sets

  2023 Optimization methods & software article Mathematics Advanced Optimization Algorithms Research Open access

  3

  citations
• Subdomain separability in global optimization

  2022 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

  1

  citations
• Simultaneous deterministic global flowsheet optimization and heat integration: Comparison of formulations

  2022 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

  5

  citations
• Global dynamic optimization with Hammerstein–Wiener models embedded

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

  18

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

  2021 Computers & Chemical Engineering article Engineering Electric Power System Optimization Open access

  18

  citations
• Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines

  2021 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies

  34

  citations
• Deterministic global optimization with Gaussian processes embedded

  2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access

  47

  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
• 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

  263

  citations
• AutoMoG: Automated data-driven Model Generation of multi-energy systems using piecewise-linear regression

  2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access

  15

  citations
• Global Optimization of Gaussian processes

  2020 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

  5

  citations
• Optimization-based observability analysis

  2020 Computers & Chemical Engineering article Engineering Control Systems and Identification

  1

  citations
• Minimal viable sugar yield of biomass pretreatment

  2020 Biofuels Bioproducts and Biorefining article Engineering Biofuel production and bioconversion Open access

  11

  citations
• Integrated design of processes and products: Optimal renewable fuels

  2020 Computers & Chemical Engineering article Engineering Process Optimization and Integration

  37

  citations
• Tailored Time Grids for Nonlinear Scheduling Subject to Time-variable Electricity Prices by Wavelet-based Analysis

  2020 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Engineering Process Optimization and Integration

  1

  citations

19 results