Presentations

  1. Alston, D., Gottlieb, R.X., and Stuber, M.D. Improvements to EAGO.jl: Consolidation and Performance. In Proceedings, AIChE 2024, San Diego, CA, Oct 28, 2024..pdf
  2. Gottlieb, R.X. and Stuber, M.D. GPU-Accelerated Deterministic Global Optimization. ISMP 2024, Palais des congrès de Montréal, Montréal, Canada, Jul 23, 2024..pdf
  3. Alston, D., Gottlieb, R.X., and Stuber, M.D. Recent Advances in EAGO.jl and Its Use With JuMP.jl. JuMP-dev 2024, HEC Montréal, Montréal, Canada, Jul 20, 2024..pdf (recording)
  4. Gottlieb, R.X. and Stuber, M.D. Scalable Algorithms for Deterministic Global Optimization. UConn CBE Departmental Seminar, University of Connecticut, Storrs, CT, Dec 7, 2023..mp4
  5. Xu, P., Gottlieb, R.X., Rawlings, E.S., and Stuber, M.D. Automatic Differentiation and Source Code Generation for Dynamic Modeling and Simulation of Brine Systems. In Proceedings, AIChE 2023, Orlando, FL, Nov 9, 2023..pdf
  6. Gottlieb, R.X., Alston, D., Xu, P., and Stuber, M.D. Advances in EAGO.jl: Updates, Dynamics, and Parallelism. In Proceedings, AIChE 2023, Orlando, FL, Nov 7, 2023..pdf
  7. Xu, P., Gottlieb, R.X., and Stuber, M.D. Parameter Estimation of Complicated Thermodynamic Models for Accurate Brine Separation. In Proceedings, AIChE 2023, Orlando, FL, Nov 7, 2023..pdf
  8. Gottlieb, R.X. and Stuber, M.D. Source Code Transformation for GPU-Enhanced Deterministic Global Optimization. In Proceedings, AIChE 2023, Orlando, FL, Nov 6, 2023..pdf
  9. Stuber, M.D., Gottlieb, R.X., Alston, D., Wilhelm, M.E., and Wang, C. Worst-Case Optimization Under Uncertainty With Hybrid Models for Robust Process Systems. In Proceedings, MOPTA 2023, Lehigh University, Bethlehem, PA, Aug 16, 2023..pdf
  10. Thompson, A., Stuber, M.D., Han, S., Dutta, A., Zhou, S., Xu, H., Yang, Q., Miao, F., and Bollas, G. Applying a Competency-Based Education Approach for Designing a Unique Interdisciplinary Graduate Program: A Case Study for a Systems Engineering Program. In Proceedings, ASEE 2023, Baltimore, Maryland, Jun 27, 2023.pdf. (paper.pdf)
  11. Johns, A.N., Hesketh, R.P., Stuber, M.D., and Ford-Versypt, A.N. Numerical Problem Solving Across the Curriculum with Python and MATLAB Using Interactive Coding Templates: A Workshop for Chemical Engineering Faculty, In Proceedings, ASEE 2023, Baltimore, Maryland, Jun 26, 2023.pdf. (paper.pdf)
  12. Gottlieb, R.X., Xu, P., and Stuber, M.D. Automatic Source Code Generation of Complicated Models For Deterministic Global Optimization With Parallel Architectures. In Proceedings, FOCAPO-CPC 2023, San Antonio, TX, Jan 9, 2023..pdf (paper.pdf)
  13. Gottlieb, R.X., Wilhelm, M.E., Xu, P., and Stuber, M.D. Recent Developments in EAGO.jl (Easy Advanced Global Optimization in Julia). In Proceedings, AIChE 2022, Phoenix, AZ, Nov 15, 2022..pdf
  14. Gottlieb, R.X. and Stuber, M.D. Global Dynamic Optimization Using Hardware-Accelerated Programming. In Proceedings, AIChE 2022, Phoenix, AX, Nov 13, 2022..pdf
  15. Rastinejad, R., Putnam, S., and Stuber, M.D. Optimal Design of Solar Systems for Decarbonizing Industrial Process Heat Applications. In Proceedings, AIChE 2022, Nov 17, 2022..pdf
  16. Stuber, M.D., Gottlieb, R.X., and Wilhelm, M.E. Global Optimization of Advanced Formulations with EAGO.jl: Recent Advances. In Proceedings, EURO 2022, Helsinki, Finland, Jul 5, 2022..pdf
  17. Cetegen, S.A. and Stuber, M.D. Optimal Design of Controlled Environment Agricultural Systems Under Market Uncertainty. In Proceedings, AIChE 2021, Virtual, Nov 16, 2021..pdf
  18. Wang, C. and Stuber, M.D. Robust Optimization With Hybrid First-Principles Data-Driven Models. In Proceedings, AIChE 2021, Boston, MA, Nov 10, 2021..pdf
  19. Wilhelm, M.E. and Stuber, M.D. Approaches to Improve Bilinear Relaxations in Reduced-Space. In Proceedings, AIChE 2021, Boston, MA, Nov 9, 2021..pdf
  20. Wilhelm, M.E., Gottlieb, R.X., and Stuber, M.D. EAGO.jl: Next Generation Global and Robust Optimization in Julia, Revisited. In Proceedings, AIChE 2021, Boston, MA, Nov 7, 2021..pdf
  21. Stuber, M.D. and Wilhelm, M.E. Recent Advances in EAGO.jl: A Feature-Rich Global Solver and Research Platform. In Proceedings, INFORMS 2021, Virtual and Anaheim, CA, Oct 25, 2021..pdf
  22. Wilhelm, M.E. and Stuber, M.D. Reduced-Space Optimization of Data-Driven Hybrid Models in EAGO.jl. In Proceedings, INFORMS 2021, Virtual and Anaheim, CA, Oct 24, 2021..pdf
  23. Wilhelm, M.E. and Stuber, M.D. Solving Optimization Problems with Embedded Dynamical Systems. In Proceedings, JuliaCon 2021, Symposium on Set Propagation Methods in Julia, Virtual, July 28, 2021..pdf (recording)
  24. Cetegen, S.A. and Stuber, M.D. Optimal Design of Controlled Environment Agricultural Systems Under Market Uncertainty. In Proceedings, EURO 2021 – 31st European Conference on Operational Research, Athens, Greece, July 14, 2021..pdf
  25. Stuber, M.D. and Wilhelm, M.E. Recent Advances in EAGO.jl: Easy Advanced Global Optimization in Julia. In Proceedings, EURO 2021 – 31st European Conference on Operational Research, Athens, Greece, July 13, 2021..pdf
  26. Wilhelm, M.E. and Stuber, M.D. Robust Dynamic Optimization via Relaxations of Implicit Integration Schemes. In Proceedings, SIAM Conference on Computational Science and Engineering, Virtual, Mar 2, 2021..pdf
  27. Wilhelm, M.E., Wang, C., and Stuber, M.D. Instructional Videos and Interactive Notebooks for Learning of Coding Concepts in Chemical Engineering Analysis. In Proceedings, AIChE 2020, Virtual, Nov 18, 2020..pdf
  28. Wang, C., Wang, T., Li, B., and Stuber, M.D. System Visualization Using Real-Time Data-Driven Models Derived From High-Resolution Sensor Profiling. In Proceedings, AIChE 2020, Virtual, Nov 17, 2020..pdf
  29. Wang, C. and Stuber, M.D. Recent Advances in Bounding Transient PDE Models With Parametric Uncertainty. In Proceedings, AIChE 2020, Virtual, Nov 17, 2020..pdf
  30. Wilhelm, M.E. and Stuber, M.D. Guaranteed Relaxations and Bounds on the Solution Sets of Parametric ODEs Via Implicit Linear Multistep Methods. In Proceedings, AIChE 2020, Virtual, Nov 17, 2020..pdf
  31. Stuber, M.D. Robust Simulation of Hybrid Mechanistic and Machine Learning Models. In Proceedings, INCOSE New England Fall Workshop, Storrs, CT, Oct 15, 2020..pdf
  32. Wang, C. and  Stuber, M.D. Robust Simulation of Transient PDE Models under Uncertainty. In Proceedings, AIChE 2019, Orlando, FL, Nov 15, 2019..pdf
  33. Stuber, M.D., Wilhelm, M.E. and Le, A.V. Global Optimization of Stiff Dynamical Systems. In Proceedings, AIChE 2019, Orlando, FL, Nov 12, 2019..pdf
  34. Wilhelm, M.E. and Stuber, M.D. Reachability Bounds for Global and Robust Optimization of Parametric ODEs Via Implicit Methods. In Proceedings, AIChE 2019, Orlando, FL, Nov 11, 2019..pdf
  35. Stuber, M.D., Robust Simulation of Safety-Critical Systems. INCOSE New England 2019, Storrs, CT, Oct 17, 2019..pdf
  36. Stuber, M.D. EAGO.jl: Easy Advanced Global Optimization in Julia. In Proceedings, EURO 2019 – 30th European Conference on Operational Research, Dublin, Ireland, Jun 24, 2019..pdf
  37. Wilhelm, M.E. and Stuber, M.D. Tightening McCormick Relaxations Via Reformulation of Intermediate Functions into Schema. In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 30, 2018..pdf
  38. Wilhelm, M.E. and Stuber, M.D. Quadratic Underestimators of Differentiable McCormick Relaxations for Deterministic Global Optimization. In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 30, 2018..pdf
  39. Wang, C., Martin, J.D., Cabral, H., and  Stuber, M.D. Rigorous Parameter Estimation for Model Validation in Oncological Systems. In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 29, 2018..pdf
  40. Wilhelm, M.E. and Stuber, M.D. Recent Advances in EAGO: Global and Robust Optimization in Julia, In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 28, 2018..pdf
  41. Hale, W.T., Palmer, K.A., Stuber, M.D., and Bollas, G.M. Design of Built-in Tests for Robust Active Fault Detection and Isolation of Discrete Faults in Uncertain Systems. In Proceedings, ACC 2018, Milwaukee, WI, Jun 29, 2018..pdf (paper.pdf)
  42. Wilhelm, M.E. and Stuber, M.D. EAGO: A Deterministic Nonconvex Optimization Package for Julia. Second Annual JuMP-dev Workshop. In Proceedings, Second Annual JuMP-dev Workshop, Bordeaux, France, Jun 29, 2018..pdf (recording)
  43. Wilhelm, M.E. and Stuber, M.D. Easy Advanced Global Optimization (EAGO): An Open-Source Platform for Robust and Global Optimization in Julia. In Proceedings, AIChE 2017, Minneapolis, MN, Oct 31, 2017..pdf