| Pyomo-optimization modeling in python WE Hart, CD Laird, JP Watson, DL Woodruff, GA Hackebeil, BL Nicholson, ... Springer, 2017 | 746 | 2017 |
| Toward agent-based process systems engineering: Proposed framework and application to non-convex optimization JD Siirola, S Hauan, AW Westerberg Computers & chemical engineering 27 (12), 1801-1811, 2003 | 60 | 2003 |
| A stochastic programming approach for gas detector placement using CFD-based dispersion simulations SW Legg, AJ Benavides-Serrano, JD Siirola, JP Watson, SG Davis, ... Computers & Chemical Engineering 47, 194-201, 2012 | 56 | 2012 |
| Computing Pareto fronts using distributed agents JD Siirola, S Hauan, AW Westerberg Computers & chemical engineering 29 (1), 113-126, 2004 | 47 | 2004 |
| Operation of high-speed silicon photonic micro-disk modulators at cryogenic temperatures M Gehl, C Long, D Trotter, A Starbuck, A Pomerene, JB Wright, ... Optica 4 (3), 374-382, 2017 | 42 | 2017 |
| A multi-paradigm modeling framework for energy systems simulation and analysis BMS Hodge, S Huang, JD Siirola, JF Pekny, GV Reklaitis Computers & Chemical Engineering 35 (9), 1725-1737, 2011 | 38 | 2011 |
| pyomo.dae: a modeling and automatic discretization framework for optimization with differential and algebraic equations B Nicholson, JD Siirola, JP Watson, VM Zavala, LT Biegler Mathematical Programming Computation 10 (2), 187-223, 2018 | 30 | 2018 |
| Testing Contamination Source Identification Methods for Water Distribution Networks A Seth, KA Klise, JD Siirola, T Haxton, CD Laird Journal of Water Resources Planning and Management 142 (4), 04016001, 2016 | 30 | 2016 |
| Evaluating Moving Target Defense with PLADD. S Jones, A Outkin, J Gearhart, J Hobbs, J Siirola, C Phillips, S Verzi, ... Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States), 2015 | 23 | 2015 |
| Next Generation Multi-Scale Process Systems Engineering Framework DC Miller, JD Siirola, D Agarwal, AP Burgard, A Lee, JC Eslick, ... Computer Aided Chemical Engineering 44, 2209-2214, 2018 | 16 | 2018 |
| Assessing the near-term risk of climate uncertainty: interdependencies among the US States. RK Reinert, KL Stamber, DB Robinson, GA Backus, W Fogelman, L Cutler, ... Sandia National Laboratories, 2010 | 14* | 2010 |
| Optimal design of microscale separation systems using distributed agents AJ Pfeiffer, JD Siirola, S Hauan Proceedings of FOCAPD 2004, 381-384, 2004 | 12 | 2004 |
| Pyomo. gdp: Disjunctive models in python Q Chen, ES Johnson, JD Siirola, IE Grossmann Computer Aided Chemical Engineering 44, 889-894, 2018 | 11 | 2018 |
| Block-oriented modeling of superstructure optimization problems Z Friedman, J Ingalls, JD Siirola, JP Watson Computers & Chemical Engineering 57, 10-23, 2013 | 11 | 2013 |
| Exploiting modern computing architectures for efficient large-scale nonlinear programming Y Zhu, D Word, J Siirola, CD Laird Computer Aided Chemical Engineering 27, 783-788, 2009 | 10 | 2009 |
| A stochastic programming approach for gas detector placement in process facilities S Legg, J Siirola, J Watson, S Davis, A Bratteteig, C Laird Proceedings of the FOCAPO Conference, 2012 | 9 | 2012 |
| Polymorphic optimization JD Siirola, S Hauan Computers & chemical engineering 31 (10), 1312-1325, 2007 | 8 | 2007 |
| A Flexible Framework and Model Library for Process Simulation, Optimization and Control A Lee, JH Ghouse, Q Chen, JC Eslick, JD Siirola, IE Grossman, DC Miller Computer Aided Chemical Engineering 44, 937-942, 2018 | 7 | 2018 |
| The pyutilib component architecture WE Hart, J Siirola The Python Papers, 2010 | 5 | 2010 |
| SUSPECT: MINLP special structure detector for Pyomo F Ceccon, JD Siirola, R Misener Optimization Letters, 1-14, 2019 | 4 | 2019 |
