Deterministic global process optimization: Accurate (single-species) properties via artificial neural networks

• Deterministic Global Optimization of Mechanical Vapor Recompression for Brine Concentration in Chlor-Alkali Electrolysis

  2025 Industrial & Engineering Chemistry Research article Engineering Process Optimization and Integration

  0

  citations
• Working fluid screening for ORC-based Carnot batteries by deterministic global optimization of design and nominal operation

  2025 Optimization and Engineering article Engineering Process Optimization and Integration Open access

  2

  citations
• Simultaneous optimization of design and operation of an air-cooled geothermal ORC under consideration of multiple operating points

  2022 Computers & Chemical Engineering article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

  23

  citations
• COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization

  2021 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access

  72

  citations
• Optimal operating policies for organic Rankine cycles for waste heat recovery under transient conditions

  2021 Energy article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

  16

  citations
• Nonlinear model predictive control of organic Rankine cycles for automotive waste heat recovery: Is it worth the effort?

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

  12

  citations
• The Potential of Hybrid Mechanistic/Data‐Driven Approaches for Reduced Dynamic Modeling: Application to Distillation Columns

  2020 Chemie Ingenieur Technik article Physics and Astronomy Model Reduction and Neural Networks Open access

  24

  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
• Deterministic global superstructure-based optimization of an organic Rankine cycle

  2020 Computers & Chemical Engineering article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

  30

  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 optimization of steam cycles using the IAPWS-IF97 model

  2020 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

  9

  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
• 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

15 results