Publications
| Publication | Type | Year |
|---|---|---|
OMLT: Optimization and Machine Learning Toolkit2022 INFORMS Annual Meeting
|
Abstract – 2022 Abstract | 2022 |
Verification of Neural Network Surrogates32nd European Symposium on Computer Aided Process Engineering
|
Conference Presentation – 2022 Conference Presentation | 2022 |
Advances in Generalized Disjunctive and Mixed-Integer Nonlinear Programming Algorithms and Software for Superstructure Optimization14th International Symposium on Process Systems Engineering (PSE)
|
Conference Poster – 2022 Conference Poster | 2022 |
Pyomo: Optimization Beyond Modeling2022Tri-lab Advanced Simulation & Computing Sustainable Scientific Software Conference
|
Conference Presentation – 2022 Conference Presentation | 2022 |
Parallel Solution of Optimal Gas Network Control Under Uncertainty2022 AIChE Annual Meeting
|
Abstract – 2022 Abstract | 2022 |
Software and Advanced Solution Methods for Flexibility Analysis2022 AIChE Annual Meeting
|
Abstract – 2022 Abstract | 2022 |
Advances in ParaPint for Efficient Decomposition of Structured Nonlinear Programming ProblemsThe seventh International Conference on Continuous Optimization (ICCOPT)
|
Abstract – 2022 Abstract | 2022 |
Evaluating Demand Response (DR) Opportunities for Power Systems Resilience Using MILP and MINLP FormulationsFoundations of Computer-Aided Process Design (FOCAPD)
|
Conference Paper – 2022 Conference Paper | 2022 |
Pyomo: Optimization Beyond ModelingASC Tri-lab Sustainable Scientific Software Conference
|
Abstract – 2022 Abstract | 2022 |
Verification of Neural Network SurrogatesEscape 32
|
Conference Paper – 2021 Conference Paper | 2021 |
Conceptual Design Via Superstructure Optimization in Advanced Energy Systems Using IDAES2021 AIChE Annual Meeting
|
Conference Presentation – 2021 Conference Presentation | 2021 |
Scalable Parallel Nonlinear Optimization with PyNumero and ParapintOptimization Online |
Journal Article – 2021 Journal Article | 2021 |
A Critique of Optimization Modeling Environments for Complex Engineered SystemsWorkshop on Computational and Mathematical Challenges in Complex Engineering Systems
|
Conference Presentation – 2021 Conference Presentation | 2021 |
Large-scale Nonlinear Approaches for Inference of Reporting Dynamics and Unobserved SARS-CoV-2 Infections |
Report – 2021 Report | 2021 |
Scalable Parallel Nonlinear Optimization with PyNumero and ParapintSIAM Conference on Optimization (OP21)
|
Conference Presentation – 2021 Conference Presentation | 2021 |
Global Optimization for the Design and Operation of Energy Systems2021 INFORMS Annual Meeting
|
Abstract – 2021 Abstract | 2021 |
Parallel Solution of Alternating Current Optimal Power Flow Problems Using ParapintInforms
|
Abstract – 2021 Abstract | 2021 |
Conceptual Design via Superstructure Optimization in Advanced Energy Systems Using the IDAES FrameworkAIChE conference
|
Abstract – 2021 Abstract | 2021 |
Parapint: Scalable Parallel Solution of Structured Nonlinear Programs2021 AIChE Annual Meeting
|
Abstract – 2021 Abstract | 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 |
Parapint:Rapid Development of Parallel Decomposition Algorithms for Dynamic OptimizationSoftware at Sandia Tutorial Series |
Presentation (non-conference) – 2020 Presentation (non-conference) | 2020 |
Pyomo - Optimization Modeling in Python, 3rd Ed.Pyomo - Optimization Modeling in Python, 3rd Ed. |
Book – 2020 Book | 2020 |
GALINI: An extensible mixed-integer quadratically-constrained optimization solverOptimization Online |
Journal Article – 2020 Journal Article | 2020 |
Parapint
|
Marketing or Promotional – 2020 Marketing or Promotional | 2020 |
| Document Title | Type | Year |