Justin P. Katz

Ph.D. Student jkatz3@tamu.edu

Publications

  1. Burnak*, B.; Katz*, J.; Pistikopoulos, E. N. A Space Exploration Algorithm for Multiparametric Programming via Delaunay Triangulation. Optimization and Engineering 2021, 22 (1), 555-579.
  2. Tian, Y.; Pappas, I.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Simultaneous Design & Control of a Reactive Distillation System - A Parametric Optimization & Control Approach. Chemical Engineering Science 2021, 116232.
  3. Pappas, I.; Avraamidou, S.; Katz, J.; Burnak, B.; Beykal, B.; Turkay, M.; Pistikopoulos, E. N. Multiobjective Optimization of Mixed-Integer Linear Programming Problems: A Multiparametric Optimization Approach. Industrial & Engineering Chemistry Research 2021, 60 (23), 8493-8503.
  4. Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N. Integrating Deep Learning and Explicit MPC for Advanced Control. American Control Conference (ACC); IEEE, 2020; pp 3559-3564.
  5. Tian, Y.; Pappas, I.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. A Systematic Framework for the Synthesis of Operable Process Intensification Systems - Reactive Separation Systems. Computers & Chemical Engineering 2020, 134, 106675.
  6. Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N. Integrating Deep Learning Models and Multiparametric Programming. Computers & Chemical Engineering 2020, 138, 106801.
  7. Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N. The Integration of Explicit MPC and ReLU based Neural Networks. 21st IFAC World Congress; 2020; pp 11350-11355.
  8. Katz, J.; Pistikopoulos, E. N. A Partial Multiparametric Optimization Strategy to Improve the Computational Performance of Model Predictive Control. Computers & Chemical Engineering 2020, 142, 107057.
  9. Papathanasiou, M. M.; Burnak, B.; Katz, J.; Shah, N.; Pistikopoulos, E. N. Assisting continuous biomanufacturing through advanced control in downstream purification. Computers & Chemical Engineering, Special Issue 2019, 125, 232-248.
  10. Burnak, B.; Diangelakis, N. A.; Katz, J.; Pistikopoulos, E. N. Integrated process design, scheduling, and control using multiparametric programming. Computers & Chemical Engineering, Special Issue 2019, 125, 164-184.
  11. Tian, Y.; Pappas, I. S.; Katz, J.; Burnak, B.; Avraamidou, S.; Diangelakis, N. A.; Pistikopoulos, E. N. Towards a systematic framework for the synthesis of operational process intensification systems - Application to reactive distillation systems. 29th European Symposium on Computer-Aided Process Engineering (ESCAPE-29); Elsevier, 2019; pp 73-78.
  12. Papathanasiou, M. M.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Control of a dual mode separation process via multi-parametric Model Predictive Control. 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS 2019); 2019; pp 988-993.
  13. Papathanasiou, M. M.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Control of Small-Scale Chromatographic Systems under Disturbances. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019;, IFAC-PapersOnLine 47 pp 269-274.
  14. Burnak, B.; Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Simultaneous Process Scheduling and Control: A Multiparametric Programming Based Approach. Industrial & Engineering Chemistry Research 2018, 57 (11), 3963-3976.
  15. Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Model Approximation in Multiparametric Optimization and Control - A Computational Study. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 655-660.
  16. Burnak, B.; Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Integration of Design, Scheduling, and Control of Combined Heat and Power Systems: A Multiparametric Programming Based Approach. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 2203-2208.
  17. Katz, J.; Burnak, B.; Pistikopoulos, E. N. The Impact of Model Approximation in Multiparametric Model Predictive Control. Chemical Engineering Research and Design 2018, 139, 211-223.
  18. Diangelakis, N. A.; Burnak, B.; Katz, J. P.; Pistikopoulos, E. N. Process Design and Control optimization: A simultaneous approach by multi-parametric programming. AIChE Journal 2017, 63 (11), 4827-4846.

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