John D. Siirola

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 10

Top Topics

Linear Programming

Nonlinear Optimization

Top Venues

Comput. Chem. Eng.

Math. Program. Comput.

INFORMS J. Comput.

Publications

Georgia Stinchfield, Joshua C. Morgan, Sakshi Naik, Lorenz T. Biegler, John C. Eslick, Clas Jacobson, David C. Miller, John D. Siirola, Miguel A. Zamarripa, Chen Zhang, Qi Zhang, Carl D. Laird
A mixed integer linear programming approach for the design of chemical process families. Comput. Chem. Eng. 183 (2024)
Jose S. Rodriguez, Robert B. Parker, Carl D. Laird, Bethany Nicholson, John D. Siirola, Michael Bynum
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint. INFORMS J. Comput. 35 (2) (2023)
Bernard Knueven, David T. Mildebrath, Christopher Muir, John D. Siirola, Jean-Paul Watson, David L. Woodruff
A parallel hub-and-spoke system for large-scale scenario-based optimization under uncertainty. Math. Program. Comput. 15 (4) (2023)
Robert Parker, Bethany Nicholson, John D. Siirola, Lorenz T. Biegler
Applications of the Dulmage-Mendelsohn decomposition for debugging nonlinear optimization problems. Comput. Chem. Eng. 178 (2023)
Robert Parker, Bethany Nicholson, John D. Siirola, Carl D. Laird, Lorenz T. Biegler
An implicit function formulation for optimization of discretized index-1 differential algebraic systems. Comput. Chem. Eng. 168 (2022)
Can Li, Antonio J. Conejo, Peng Liu, Benjamin P. Omell, John D. Siirola, Ignacio E. Grossmann
Mixed-integer linear programming models and algorithms for generation and transmission expansion planning of power systems. Eur. J. Oper. Res. 297 (3) (2022)
Qi Chen, Yunshan Liu, Grant Seastream, John D. Siirola, Ignacio E. Grossmann
Pyosyn: A new framework for conceptual design modeling and optimization. Comput. Chem. Eng. 153 (2021)
Francesco Ceccon, John D. Siirola, Ruth Misener
SUSPECT: MINLP special structure detector for Pyomo. Optim. Lett. 14 (4) (2020)
Bethany Nicholson, John D. Siirola, Jean-Paul Watson, Victor M. Zavala, Lorenz T. Biegler
pyomo.dae: a modeling and automatic discretization framework for optimization with differential and algebraic equations. Math. Program. Comput. 10 (2) (2018)
Bethany Nicholson, John D. Siirola
A framework for modeling and optimizing dynamic systems under uncertainty. Comput. Chem. Eng. 114 (2018)
Mario R. Eden, John D. Siirola, Gavin P. Towler
Foreword. Comput. Chem. Eng. 81 (2015)
Zev Friedman, Jack Ingalls, John D. Siirola, Jean-Paul Watson
Block-oriented modeling of superstructure optimization problems. Comput. Chem. Eng. 57 (2013)
Sean Legg, A. J. Benavides-Serrano, John D. Siirola, Jean-Paul Watson, S. G. Davis, A. Bratteteig, Carl D. Laird
A stochastic programming approach for gas detector placement using CFD-based dispersion simulations. Comput. Chem. Eng. 47 (2012)
Bri-Mathias S. Hodge, Shisheng Huang, John D. Siirola, Joseph F. Pekny, Gintaras V. Reklaitis
A multi-paradigm modeling framework for energy systems simulation and analysis. Comput. Chem. Eng. 35 (9) (2011)
John D. Siirola, Steinar Hauan
Polymorphic optimization. Comput. Chem. Eng. 31 (10) (2007)
John D. Siirola, Steinar Hauan
RPI: A remote process interface library for distributed clusters. Comput. Chem. Eng. 29 (8) (2005)
John D. Siirola, Steinar Hauan, Arthur Westerberg
Computing Pareto fronts using distributed agents. Comput. Chem. Eng. 29 (1) (2004)
John D. Siirola, Steinar Hauan, Arthur Westerberg
Toward agent-based process systems engineering: proposed framework and application to non-convex optimization. Comput. Chem. Eng. 27 (12) (2003)