Presentations
- 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.
- 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.
- 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.
- Wang, C. and Stuber, M. D. Recent Advances in Bounding Transient PDE Models With Parametric Uncertainty. In Proceedings, AIChE 2020, Virtual, Nov 17, 2020.
- 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.
- Stuber, M. D. Robust Simulation of Hybrid Mechanistic and Machine Learning Models. In Proceedings, INCOSE New England Fall Workshop, Storrs, CT, Oct 15, 2020.
- Wang, C. and Stuber, M. D. Robust Simulation of Transient PDE Models under Uncertainty. In Proceedings, AIChE 2019, Orlando, FL, Nov 15, 2019.
- Stuber, M. D., Wilhelm, M. and Le A. Global Optimization of Stiff Dynamical Systems. In Proceedings, AIChE 2019, Orlando, FL, Nov 12, 2019.
- Wilhelm, M. 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.
- Stuber, M. D., Robust Simulation of Safety-Critical Systems. INCOSE New England 2019, Storrs, CT, Oct 17, 2019.
- 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.
- Wilhelm, M. and Stuber, M. D. Tightening McCormick Relaxations Via Reformulation of Intermediate Functions into Schema. In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 30, 2018.
- Wilhelm, M. and Stuber, M. D. Quadratic Underestimators of Differentiable McCormick Relaxations for Deterministic Global Optimization. In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 30, 2018.
- 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.
- Wilhelm, M. and Stuber, M. D. Recent Advances in EAGO: Global and Robust Optimization in Julia, In Proceedings, AIChE 2018, Pittsburgh, PA, Oct 28, 2018.
- 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. (paper)
- Wilhelm, M. 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. (recording)
- Wilhelm, M. 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.