| Pyomo-optimization modeling in python WE Hart, CD Laird, JP Watson, DL Woodruff, GA Hackebeil, BL Nicholson, ... Springer 67, 277, 2017 | 1520 | 2017 |
| An algorithmic framework for convex mixed integer nonlinear programs P Bonami, LT Biegler, AR Conn, G Cornuéjols, IE Grossmann, CD Laird, ... Discrete optimization 5 (2), 186-204, 2008 | 1161 | 2008 |
| Pyomo-optimization modeling in python ML Bynum, GA Hackebeil, WE Hart, CD Laird, BL Nicholson, JD Siirola, ... Springer 67 (s 32), 2021 | 648 | 2021 |
| Contamination source determination for water networks CD Laird, LT Biegler, BG van Bloemen Waanders, RA Bartlett Journal of Water Resources Planning and Management 131 (2), 125-134, 2005 | 234* | 2005 |
| A fast moving horizon estimation algorithm based on nonlinear programming sensitivity VM Zavala, CD Laird, LT Biegler Journal of Process Control 18 (9), 876-884, 2008 | 182 | 2008 |
| Interior-point decomposition approaches for parallel solution of large-scale nonlinear parameter estimation problems VM Zavala, CD Laird, LT Biegler Chemical Engineering Science 63 (19), 4834-4845, 2008 | 154 | 2008 |
| Mixed-integer approach for obtaining unique solutions in source inversion of water networks CD Laird, LT Biegler, BG van Bloemen Waanders Journal of Water Resources Planning and Management 132 (4), 242-251, 2006 | 128 | 2006 |
| The unit commitment problem with AC optimal power flow constraints A Castillo, C Laird, CA Silva-Monroy, JP Watson, RP O’Neill IEEE Transactions on Power Systems 31 (6), 4853-4866, 2016 | 127 | 2016 |
| OMLT: Optimization & machine learning toolkit F Ceccon, J Jalving, J Haddad, A Thebelt, C Tsay, CD Laird, R Misener Journal of Machine Learning Research 23 (349), 1-8, 2022 | 103 | 2022 |
| Optimal design of cryogenic air separation columns under uncertainty Y Zhu, S Legg, CD Laird Computers & Chemical Engineering 34 (9), 1377-1384, 2010 | 101 | 2010 |
| The IDAES process modeling framework and model library—Flexibility for process simulation and optimization A Lee, JH Ghouse, JC Eslick, CD Laird, JD Siirola, MA Zamarripa, ... Journal of advanced manufacturing and processing 3 (3), e10095, 2021 | 98 | 2021 |
| 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 | 98 | 2012 |
| Convex hull discretization approach to the global optimization of pooling problems V Pham, C Laird, M El-Halwagi Industrial & Engineering Chemistry Research 48 (4), 1973-1979, 2009 | 90 | 2009 |
| Perspectives on the integration between first-principles and data-driven modeling W Bradley, J Kim, Z Kilwein, L Blakely, M Eydenberg, J Jalvin, C Laird, ... Computers & Chemical Engineering 166, 107898, 2022 | 88 | 2022 |
| Fast implementations and rigorous models: Can both be accommodated in NMPC? VM Zavala, CD Laird, LT Biegler International Journal of Robust and Nonlinear Control: IFAC‐Affiliated …, 2008 | 86 | 2008 |
| Scripting custom workflows ML Bynum, GA Hackebeil, WE Hart, CD Laird, BL Nicholson, JD Siirola, ... Pyomo—Optimization Modeling in Python, 67-81, 2021 | 76 | 2021 |
| Introduction to IPOPT: A tutorial for downloading, installing, and using IPOPT A Waechter, C Laird, F Margot, Y Kawajir Revision, 2009 | 74 | 2009 |
| Nonlinear Model Predictive Control of a CO2 Post‐Combustion Absorption Unit J Åkesson, CD Laird, G Lavedan, K Prölß, H Tummescheit, S Velut, Y Zhu Chemical Engineering & Technology 35 (3), 445-454, 2012 | 64 | 2012 |
| Global solution strategies for the network-constrained unit commitment problem with AC transmission constraints J Liu, CD Laird, JK Scott, JP Watson, A Castillo IEEE Transactions on Power Systems 34 (2), 1139-1150, 2018 | 63 | 2018 |
| An interior-point method for efficient solution of block-structured NLP problems using an implicit Schur-complement decomposition J Kang, Y Cao, DP Word, CD Laird Computers & Chemical Engineering 71, 563-573, 2014 | 62 | 2014 |
