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Carl D. Laird, Ph.D. - Publications

Affiliations: 
2006 Carnegie Mellon University, Pittsburgh, PA 
Area:
Chemical Engineering, Civil Engineering
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36 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Laky D, Casas-Orozco D, Laird CD, Reklaitis GV, Nagy ZK. Simulation-optimization framework for the digital design of pharmaceutical processes using Pyomo and PharmaPy. Industrial & Engineering Chemistry Research. 61: 16128-16140. PMID 38179037 DOI: 10.1021/acs.iecr.2c01636  0.311
2020 Rodriguez JS, Laird CD, Zavala VM. Scalable preconditioning of block-structured linear algebra systems using ADMM Computers & Chemical Engineering. 133: 106478. DOI: 10.1016/J.COMPCHEMENG.2019.06.003  0.511
2019 Bynum M, Castillo A, Watson J, Laird CD. Tightening McCormick Relaxations Toward Global Solution of the ACOPF Problem Ieee Transactions On Power Systems. 34: 814-817. DOI: 10.1109/Tpwrs.2018.2877099  0.314
2019 Liu J, Laird CD, Scott JK, Watson J, Castillo A. Global Solution Strategies for the Network-Constrained Unit Commitment Problem With AC Transmission Constraints Ieee Transactions On Power Systems. 34: 1139-1150. DOI: 10.1109/Tpwrs.2018.2876127  0.498
2018 Rodriguez JS, Nicholson B, Laird C, Zavala VM. Benchmarking ADMM in nonconvex NLPs Computers & Chemical Engineering. 119: 315-325. DOI: 10.1016/j.compchemeng.2018.08.036  0.578
2018 Liu J, Bynum M, Castillo A, Watson J, Laird CD. A multitree approach for global solution of ACOPF problems using piecewise outer approximations Computers & Chemical Engineering. 114: 145-157. DOI: 10.1016/J.Compchemeng.2017.10.018  0.464
2017 Cao Y, Acevedo D, Nagy ZK, Laird CD. Real-time feasible multi-objective optimization based nonlinear model predictive control of particle size and shape in a batch crystallization process Control Engineering Practice. 69: 1-8. DOI: 10.1016/J.Conengprac.2017.08.008  0.757
2016 Cao Y, Kang J, Nagy Z, Laird C. Parallel Solution of Robust Nonlinear Model Predictive Control Problems in Batch Crystallization Processes. 4: 20. DOI: 10.3390/PR4030020  0.737
2016 Castillo A, Laird C, Silva-Monroy CA, Watson JP, O'Neill RP. The Unit Commitment Problem With AC Optimal Power Flow Constraints Ieee Transactions On Power Systems. DOI: 10.1109/Tpwrs.2015.2511010  0.425
2016 Kang J, Chiang N, Laird CD, Zavala VM. Nonlinear programming strategies on high-performance computers Proceedings of the Ieee Conference On Decision and Control. 2016: 4612-4620. DOI: 10.1109/CDC.2015.7402938  0.656
2016 Cao Y, Seth A, Laird CD. An augmented Lagrangian interior-point approach for large-scale NLP problems on graphics processing units Computers and Chemical Engineering. 85: 76-83. DOI: 10.1016/J.Compchemeng.2015.10.010  0.778
2016 Benavides-Serrano AJ, Mannan MS, Laird CD. Optimal placement of gas detectors: A P-median formulation considering dynamic nonuniform unavailabilities Aiche Journal. 62: 2728-2739. DOI: 10.1002/aic.15259  0.37
2015 Cao Y, Laird CD, Zavala VM. Clustering-based preconditioning for stochastic programs Computational Optimization and Applications. 1-28. DOI: 10.1007/S10589-015-9813-X  0.738
2014 Kang J, Cao Y, Word DP, Laird CD. An interior-point method for efficient solution of block-structured NLP problems using an implicit Schur-complement decomposition Computers and Chemical Engineering. 71: 563-573. DOI: 10.1016/J.Compchemeng.2014.09.013  0.766
2014 Benavides-Serrano A, Hackebeil G, Mannan S, Laird C. Effect of backup detection levels in P-Median formulations for optimal placement of detectors in mitigation systems Computer Aided Chemical Engineering. 34: 753-758. DOI: 10.1016/B978-0-444-63433-7.50110-3  0.358
2014 Word DP, Kang J, Akesson J, Laird CD. Efficient parallel solution of large-scale nonlinear dynamic optimization problems Computational Optimization and Applications. 59: 667-688. DOI: 10.1007/S10589-014-9651-2  0.72
2013 Serpas M, Hackebeil G, Laird C, Hahn J. Sensor location for nonlinear dynamic systems via observability analysis and MAX-DET optimization Computers and Chemical Engineering. 48: 105-112. DOI: 10.1016/J.Compchemeng.2012.07.014  0.664
2012 Word DP, Cummings DA, Burke DS, Iamsirithaworn S, Laird CD. A nonlinear programming approach for estimation of transmission parameters in childhood infectious disease using a continuous time model. Journal of the Royal Society, Interface / the Royal Society. 9: 1983-97. PMID 22337634 DOI: 10.1098/Rsif.2011.0829  0.38
2012 Legg SW, Benavides-Serrano AJ, Siirola JD, Watson JP, Davis SG, Bratteteig A, Laird CD. A stochastic programming approach for gas detector placement using CFD-based dispersion simulations Computers and Chemical Engineering. 47: 194-201. DOI: 10.1016/J.Compchemeng.2012.05.010  0.343
2012 Word DP, Watson JP, Woodruff DL, Laird CD. A Progressive Hedging Approach for Parameter Estimation via Stochastic Nonlinear Programming Computer Aided Chemical Engineering. 31: 1507-1511. DOI: 10.1016/B978-0-444-59506-5.50132-2  0.305
2012 Bansal L, Chu Y, Laird C, Hahn J. Regularization of inverse problems to determine transcription factor profiles from fluorescent reporter systems Aiche Journal. 58: 3751-3762. DOI: 10.1002/Aic.13782  0.595
2011 Laird CD, Wong AV, Akesson J. Parallel Solution of Large-Scale Dynamic Optimization Problems Computer Aided Chemical Engineering. 29: 813-817. DOI: 10.1016/B978-0-444-53711-9.50163-2  0.377
2009 Pham V, Laird C, El-Halwagi M. Convex hull discretization approach to the global optimization of pooling problems Industrial and Engineering Chemistry Research. 48: 1973-1979. DOI: 10.1021/Ie8003573  0.487
2009 Zhu Y, Word D, Siirola J, Laird CD. Exploiting modern computing architectures for efficient large-scale nonlinear programming Computer Aided Chemical Engineering. 27: 783-788. DOI: 10.1016/S1570-7946(09)70351-7  0.431
2008 Zavala VM, Laird CD, Biegler LT. A fast moving horizon estimation algorithm based on nonlinear programming sensitivity Journal of Process Control. 18: 876-884. DOI: 10.1016/J.Jprocont.2008.06.003  0.732
2008 Bonami P, Biegler LT, Conn AR, Cornuéjols G, Grossmann IE, Laird CD, Lee J, Lodi A, Margot F, Sawaya N, Wächter A. An algorithmic framework for convex mixed integer nonlinear programs Discrete Optimization. 5: 186-204. DOI: 10.1016/J.Disopt.2006.10.011  0.597
2008 Zavala VM, Laird CD, Biegler LT. Interior-point decomposition approaches for parallel solution of large-scale nonlinear parameter estimation problems Chemical Engineering Science. 63: 4834-4845. DOI: 10.1016/J.Ces.2007.05.022  0.767
2008 Zavala VM, Laird CD, Biegler LT. Fast implementations and rigorous models: Can both be accommodated in NMPC? International Journal of Robust and Nonlinear Control. 18: 800-815. DOI: 10.1002/Rnc.1250  0.719
2007 Zavala VM, Laird CD, Biegler LT. A FAST COMPUTATIONAL FRAMEWORK FOR LARGE-SCALE MOVING HORIZON ESTIMATION Ifac Proceedings Volumes. 40: 19-28. DOI: 10.3182/20070606-3-Mx-2915.00122  0.718
2007 Laird CD, Biegler LT, van Bloemen Waanders BG. Closure to "mixed-integer approach for obtaining unique solutions in source inversion of water networks" by Carl D. Laird, Lorenz T. Biegler, and Bart G. van Bloemen Waanders Journal of Water Resources Planning and Management. 133: 575-578. DOI: 10.1061/(Asce)0733-9496(2007)133:6(575)  0.477
2007 Laird CD, Zavala VM, Biegler LT. Efficient parallel solution of dae constrained optimization problems with loosely coupled algebraic components Aiche Annual Meeting, Conference Proceedings.  0.386
2006 Laird CD, Biegler LT, van Bloemen Waanders BG. Mixed-integer approach for obtaining unique solutions in source inversion of water networks Journal of Water Resources Planning and Management. 132: 242-251. DOI: 10.1061/(Asce)0733-9496(2006)132:4(242)  0.6
2005 Laird CD, Biegler LT, Van Bloemen Waanders BG. A mixed integer approach for obtaining unique solutions in source inversion of drinking water networks World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress. 30. DOI: 10.1061/40792(173)30  0.436
2005 Laird CD, Biegler LT, van Bloemen Waanders BG, Bartlett RA. Contamination source determination for water networks Journal of Water Resources Planning and Management. 131: 125-134. DOI: 10.1061/(Asce)0733-9496(2005)131:2(125)  0.575
2005 Laird CD, Biegler LT. A block-bordered interior point approach for the solution of multiperiod nonlinear programs Aiche Annual Meeting, Conference Proceedings. 6040-6041.  0.534
2005 Laird CD. Advanced strategies for large-scale optimization problems: Applications in homeland security Aiche Annual Meeting, Conference Proceedings. 3510-3511.  0.315
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