Publications
Publication | Type | Year |
---|---|---|
An Optimization-based Framework to Define the Probabilistic Design Space of Pharmaceutical Processes with Model UncertaintyProcesses |
Journal Article – 2022 Journal Article | 2022 |
Evaluating Demand Response (DR) Opportunities for Power Systems Resilience Using MILP and MINLP FormulationsFoundations of Computer-Aided Process Design (FOCAPD)
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Conference Paper – 2022 Conference Paper | 2022 |
A Critique of Optimization Modeling Environments for Complex Engineered SystemsWorkshop on Computational and Mathematical Challenges in Complex Engineering Systems
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Conference Presentation – 2021 Conference Presentation | 2021 |
Rethinking the C++ / Python Boundary in Modeling and Optimization ToolsIMA COIN-OR WorkshopCOIN fORgery 2018
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Systems approaches to protection of critical infrastructurePurdue Process Safety and Assurance Center Fall Meeting
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Parallel strategies for DAE optimization with direct Schur-complement decomposition23rd International Symposium on Mathematical Programming
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Conference Paper – 2021 Conference Paper | 2021 |
A Nonlinear Programming Framework for Estimating Spatial Coupling and Seasonal Transmission Parameters in Disease TransmissionAmerican Institute of Chemical Engineers Annual Meeting (2018)
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Conference Paper – 2021 Conference Paper | 2021 |
A Mixed-Integer Programming Framework for Placement of Fire and Gas Detectors in Chemical Processing FacilitiesAmerican Institute of Chemical Engineers Annual Meeting (2018)
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Conference Paper – 2021 Conference Paper | 2021 |
Pyomo TutorialDagstuhl Seminar 'Designing and Implementing Algorithms for Mixed-Integer Nonlinear Optimization'
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Deep Neural Network as Surrogates for Intractable Constraints and Problem Dimension Reduction: Security Constrained AC Optimal Power FlowAmerican Institute of Chemical Engineering Annual Meeting 2021
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Abstract – 2021 Abstract | 2021 |
Accelerating Impact on Global Challenges with High-Performance OptimizationUniversity Seminar
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Robust State Estimation of Feeding-Blending Systems in Continuous Pharmaceutical ManufacturingAmerican institute of Chemical Engineers
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Conference Paper – 2021 Conference Paper | 2021 |
AC-Optimal Power Flow Solutions with Security Constraints from Deep Neural Network Models31st European Symposium on Computer-Aided Process Engineering (ESCAPE-31)
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Conference Paper – 2021 Conference Paper | 2021 |
Integration of Optimization and Machine Learning for Improving Resilience of Critical InfrastructureSeminar presentation to Great Lakes Energy Institute at Case Western Reserve University
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Scalable Parallel Nonlinear Optimization with PyNumero and ParapintSIAM Conference on Optimization (OP21)
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Conference Presentation – 2021 Conference Presentation | 2021 |
A Reduced-space Simultaneous Approach for Nonlinear Programming with Index-1 Differential Algebraic Equation Systems14th International Symposium on Process Systems Engineering (PSE 2021)
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Abstract – 2021 Abstract | 2021 |
Global Optimization for the Design and Operation of Energy Systems2021 INFORMS Annual Meeting
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Abstract – 2021 Abstract | 2021 |
Parallel Solution of Alternating Current Optimal Power Flow Problems Using ParapintInforms
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Abstract – 2021 Abstract | 2021 |
Conceptual Design via Superstructure Optimization in Advanced Energy Systems Using the IDAES FrameworkAIChE conference
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Abstract – 2021 Abstract | 2021 |
Parapint: Scalable Parallel Solution of Structured Nonlinear Programs2021 AIChE Annual Meeting
|
Abstract – 2021 Abstract | 2021 |
Sensor placement optimization software applied to site-scale methane emissions monitoringJournal of Environmental Engineering |
Journal Article – 2021 Journal Article | 2021 |
Decomposition Optimization-Based Bounds Tightening Problems Via Graph PartitioningOptimization Online |
Journal Article – 2021 Journal Article | 2021 |
Proactive Operations and Investment Planning via Stochastic Optimization to Enhance Power Systems Extreme Weather ResilienceJournal of Infrastructure Systems |
Journal Article – 2021 Journal Article | 2021 |
Robust Estimation of COVID-19 Transmission ParametersCOVIID-19 Summit #2 |
Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Pyomo - Optimization Modeling in Python, 3rd Ed.Pyomo - Optimization Modeling in Python, 3rd Ed. |
Book – 2020 Book | 2020 |
Document Title | Type | Year |