Publications

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OMLT: Optimization and Machine Learning Toolkit

2022 INFORMS Annual Meeting

Bashar Ammari, Francesco Ceccon, Jordan Jalving, Joshua Haddad, Alexander Thebelt, Calvin Tsay, Michael Lee Bynum, Miguel Zamarripa-Perez, Carl Laird, Ruth Misener

Abstract – 2022 Abstract 2022

Verification of Neural Network Surrogates

32nd European Symposium on Computer Aided Process Engineering

Joshua Haddad, Michael Lee Bynum, Michael Shannon Eydenberg, Logan Blakely, Zachary Kilwein, Fani Boukouvala, Carl Laird, Jordan Jalving

Conference Presentation – 2022 Conference Presentation 2022

Advances in Generalized Disjunctive and Mixed-Integer Nonlinear Programming Algorithms and Software for Superstructure Optimization

14th International Symposium on Process Systems Engineering (PSE)

David Bernal, Yunshan Liu, Michael Lee Bynum, Carl Laird, John Daniel Siirola, Ignacio Grossmann

Conference Poster – 2022 Conference Poster 2022

Pyomo: Optimization Beyond Modeling

2022Tri-lab Advanced Simulation & Computing Sustainable Scientific Software Conference

Miranda Rose Mundt Brandenburg, Michael Lee Bynum, William Eugene Hart, Bethany L. Nicholson, John Daniel Siirola

Conference Presentation – 2022 Conference Presentation 2022

Parallel Solution of Optimal Gas Network Control Under Uncertainty

2022 AIChE Annual Meeting

Michael Lee Bynum, Carl Laird, Robert Parker, John Daniel Siirola

Abstract – 2022 Abstract 2022

Software and Advanced Solution Methods for Flexibility Analysis

2022 AIChE Annual Meeting

Michael Lee Bynum, Ignacio Grossmann, Carl Laird, Joshua Pulsipher, John Daniel Siirola, Stephen Zitney

Abstract – 2022 Abstract 2022

Advances in ParaPint for Efficient Decomposition of Structured Nonlinear Programming Problems

The seventh International Conference on Continuous Optimization (ICCOPT)

Michael Lee Bynum, Carl Laird

Abstract – 2022 Abstract 2022

Evaluating Demand Response (DR) Opportunities for Power Systems Resilience Using MILP and MINLP Formulations

Foundations of Computer-Aided Process Design (FOCAPD)

Andrea R Castillo, Carl Damon Laird, Michael Lee Bynum, Jean-Paul Watson

Conference Paper – 2022 Conference Paper 2022

Pyomo: Optimization Beyond Modeling

ASC Tri-lab Sustainable Scientific Software Conference

Miranda Rose Mundt Brandenburg, Michael Lee Bynum, William Eugene Hart, Bethany L. Nicholson, John Daniel Siirola

Abstract – 2022 Abstract 2022

Verification of Neural Network Surrogates

Escape 32

Joshua Haddad, Michael Lee Bynum, Michael Shannon Eydenberg, Logan Blakely, Zachary Kilwein, Fani Boukouvala, Laird Carl, Jordan Heath Jalving

Conference Paper – 2021 Conference Paper 2021

Conceptual Design Via Superstructure Optimization in Advanced Energy Systems Using IDAES

2021 AIChE Annual Meeting

Edna Soraya Rawlings, Naresh Susarla, Jaffer Ghouse, Carl Laird, Miguel Zamarripa, Michael Lee Bynum, John Daniel Siirola, David Miller

Conference Presentation – 2021 Conference Presentation 2021

Scalable Parallel Nonlinear Optimization with PyNumero and Parapint

Optimization Online

Jose Rodriguez, Robert Parker, Carl Laird, Bethany L. Nicholson, John Daniel Siirola, Michael Lee Bynum

https://www.osti.gov/search/identifier:1834337

Journal Article – 2021 Journal Article 2021

A Critique of Optimization Modeling Environments for Complex Engineered Systems

Workshop on Computational and Mathematical Challenges in Complex Engineering Systems

William Eugene Hart, Carl Damon Laird, John Daniel Siirola, Bethany L. Nicholson, Jordan Heath Jalving, Michael Lee Bynum

Conference Presentation – 2021 Conference Presentation 2021

Large-scale Nonlinear Approaches for Inference of Reporting Dynamics and Unobserved SARS-CoV-2 Infections

William Eugene Hart, Michael Lee Bynum, Carl Laird, John Daniel Siirola, Andrea Staid

https://www.osti.gov/search/identifier:1820529

Report – 2021 Report 2021

Scalable Parallel Nonlinear Optimization with PyNumero and Parapint

SIAM Conference on Optimization (OP21)

Michael Lee Bynum, Santiago Rodriguez, Carl Damon Laird, Bethany L. Nicholson, Jordan Heath Jalving, John Daniel Siirola, Denis Ridzal

Conference Presentation – 2021 Conference Presentation 2021

Global Optimization for the Design and Operation of Energy Systems

2021 INFORMS Annual Meeting

Michael Lee Bynum, Carl Damon Laird, John Daniel Siirola

Abstract – 2021 Abstract 2021

Parallel Solution of Alternating Current Optimal Power Flow Problems Using Parapint

Informs

Edna Soraya Rawlings, Michael Lee Bynum, Carl Damon Laird, Bethany L. Nicholson, David L. Woodruff, Jean-Paul Watson

Abstract – 2021 Abstract 2021

Conceptual Design via Superstructure Optimization in Advanced Energy Systems Using the IDAES Framework

AIChE conference

Edna Soraya Rawlings, naresh Susarla, Jaffer Ghouse, Carl Damon Laird, Miguel Zamarripa, Michael Lee Bynum, John Daniel Siirola

Abstract – 2021 Abstract 2021

Parapint: Scalable Parallel Solution of Structured Nonlinear Programs

2021 AIChE Annual Meeting

Michael Lee Bynum, Santiago Rodriguez, Carl Damon Laird, Bethany L. Nicholson, Jordan Heath Jalving, John Daniel Siirola, Denis Ridzal

Abstract – 2021 Abstract 2021

Decomposition Optimization-Based Bounds Tightening Problems Via Graph Partitioning

Optimization Online

Michael Lee Bynum, Anya Castillo, Bernard Knueven, Carl Damon Laird, John Daniel Siirola, Jean-Paul Watson

https://www.osti.gov/search/identifier:1834338

Journal Article – 2021 Journal Article 2021

Proactive Operations and Investment Planning via Stochastic Optimization to Enhance Power Systems Extreme Weather Resilience

Journal of Infrastructure Systems

Michael Lee Bynum, Andrea Staid, Bryan Arguello, Anya Castillo, Bernard Knueven, Carl Damon Laird, Jean-Paul Watson

https://www.osti.gov/search/identifier:1765747

Journal Article – 2021 Journal Article 2021

Parapint:Rapid Development of Parallel Decomposition Algorithms for Dynamic Optimization

Software at Sandia Tutorial Series

Michael Lee Bynum, Denis Ridzal

https://www.osti.gov/search/identifier:1837398

Presentation (non-conference) – 2020 Presentation (non-conference) 2020

Pyomo - Optimization Modeling in Python, 3rd Ed.

Pyomo - Optimization Modeling in Python, 3rd Ed.

Michael Lee Bynum, Gabriel Hackebeil, William Eugene Hart, Carl Damon Laird, Bethany L. Nicholson, John Daniel Siirola, Jean-Paul Watson, David L. Woodruff

https://www.osti.gov/search/identifier:1771935

Book – 2020 Book 2020

GALINI: An extensible mixed-integer quadratically-constrained optimization solver

Optimization Online

Francesco Ceccon, Radu Baltean-Lugojan, Michael Lee Bynum, C. Li, Ruth Misener

https://www.osti.gov/search/identifier:1834339

Journal Article – 2020 Journal Article 2020

Parapint

Michael Lee Bynum

Marketing or Promotional – 2020 Marketing or Promotional 2020
Document Title Type Year
Results 1–25 of 64