59. Cao, Y., Acevedo, D., Nagy, Z., and Laird, C.D., "Realtime Feasible Multiobjective Optimization Based Nonlinear Model Predictive Control of Particle Size and Shape in a Batch Crystallization Process", submitted.

58. Seth, A., Hackebiel, G.A., Klise, K.A., Haxton, T., Murray, R., and Laird, C.D., "A Stochastic Programming Formulation for Disinfectant Booster Station Placement in Water Distribution Systems", submitted.

57. BenavidesSerrano, A., Mannan, M.S., and Laird, C.D., "Optimal Placement of Gas Detectors: A Pmedian Formulation Considering Dynamic Nonuniform Unavailabilities", submitted.

56. Hackebeil, G.A., Seth, A., Laird, C.D., Murray, R., Watson, J.P., and Woodruff, D.L., "A Methodology for Determining the Appropriate Number of Contamination Events in Sensor Placement Optimization for Contamination Warning", submitted.

55. Seth, A., Klise, K.A., Siirola, J.D., Haxton, T., and Laird, C.D., "Testing Contamination Source Identification Methods for Water Distribution Networks", submitted.

54. Castillo, A., Laird, C.D., Cesar, S.M., and Watson, J.P., "SecurityConstrained Unit Commitment with Linearized AC Optimal Power Flow", to appear in IEEE Transactions on Power Systems, 2015.

53. Cao, Y., Laird, C.D., and Zavala, V.M., "ClusteringBased Preconditioning for Stochastic Programs", to appear in Computational Optimization and Applications, 2015.

52. Cao, Y., Seth, A., and Laird, C.D., "A Parallel Augmented Lagrangian Interiorpoint Approach for LargeScale NLP Problems on Graphics Processing Units", to appear in Computers and Chemical Engineering, 2015.

51. Kang, J., Chiang, N., Laird, C.D., and Zavala, V.M., "Nonlinear Programming Strategies on HighPerformance Computers", Proceedings of, review paper, 54th IEEE Conference on Decision and Control (CDC), , 2015. [pdf] (Invited Contribution)

50. BenavidesSerrano, A., Mannan, M.S., and Laird, C.D., "A Quantitative Assessment on the Placement Practices of Gas Detectors in the Process Industries", to appear in Journal of Loss Prevention in the Process Industries, 2014.

49. Word, D.P., Kang, J., Akesson, J., and Laird, C.D., "Efficient Parallel Solution of LargeScale Nonlinear Dynamic Optimization Problems", J. Computational Optimization and Applications, Volume 59, December 2014, Pages 667688. (DOI: 10.1007/s1058901496512)

48. Kang, J., Word, D.P., and Laird, C.D., "An Interiorpoint Method for Efficient Solution of Blockstructured NLP Problems using an Implicit Schurcomplement Decomposition", Computers and Chemical Engineering, Volume 71, December 2014, Pages 563573.

47. Mann, A.V., Hackebeil, G., Laird, C.D., "Explicit Water Quality Model Generation and Rapid MultiScenario Simulation", Journal of Water Resources Planning and Management, Volume 14, May 2014, Pages 666677.

46. BenavidesSerrano, A., Hackebeil, G., Mannan, M.S., and Laird, C.D., "Effect of Backup Detection Levels in PMedian Formulations for Optimal Placement of Detectors in Mitigation Systems", Proceedings of, Computer Aided Chemical Engineering (Proceedings of the 8 International Conference on Foundations of ComputerAided Process Design), Volume 34, , 2014, Pages 753758.

45. Jia Kang, John Siirola and Carl Laird, "Parallel Solution of Nonlinear Contingencyconstrained Network Problems", Proceedings of, Foundations of ComputerAided Process Design 2014 (FOCAPD), July, 2014. (Paper selected for FOCAPD special issue)

44. Word, D.P., Young, J.K., Cummings, D.A.T., Iamsirithaworn, S., and Laird, C.D., "InteriorPoint Methods for Estimating Seasonal Parameters in DiscreteTime Infectious Disease Models", PLOS One, Volume 810, October 2013, Pages 113. [pdf]

43. BenavidesSerrano, A., Legg, S.W., VazquezRoman, R., Mannan, M.S., and Laird, C.D., "A Stochastic Programming Approach for the Optimal Placement of Gas Detectors: Unavailability and Voting Strategies", Industrial & Engineering Chemistry Research, Volume 53, Issue 13, September 2013, Pages 53555365. [pdf]

42. Legg, S.W., Wang, C., BenavidesSerrano, A.J., Laird, C.D., "Optimal Gas Detector Placement Under Uncertainty Considering ConditionalValueAtRisk", Journal of Loss Prevention in the Process Industries, Volume 26, May 2013, Pages 410417. [pdf]

41. Serpas, M., Hackebeil, G., Laird, C.D., and Hahn, J., "Sensor Location for Nonlinear Dynamic Systems via Observability Analysis and MaxDet Optimization", Computers & Chemical Engineering, Volume 48, January 2013, Pages 105112. [pdf]

40. BenavidesSerrano, A., Mannan, M.S., and Laird, C.D., "A Quantitative Assessment on the Placement Practices of Gas Detectors in the Process Industries", Proceedings of, Mary Kay O'Connor Process Safety Center International Symposium, October, 2013.

39. BenavidesSerrano, A., Legg, S.W., Mannan, M.S., and Laird, C.D., "Optimizing Gas Detector Layouts by Considering False Positives and False Negatives Through Unavailability and Voting Considerations", Proceedings of, 5th Latin American Conference on Process Safety, Cartagena, Colombia, August, 2013. [pdf]

38. Legg, S.W., BenavidesSerrano, A.J., Siirola, J.D., Watson, J.P., Davis, S.G., Bratteteig, A., Laird, C.D., "A Stochastic Programming Approach for Gas Detector Placement Using CFDBased Dispersion Simulations", Computers & Chemical Engineering, Volume 47, December 2012, Pages 194201. [pdf]

37. Word, D.P., Cummings, D.A.T., Burke, D.S., Iamsirithaworn, S., and Laird, C.D., "A Nonlinear Programming Approach for Estimation of Transmission Parameters in Childhood Infectious Disease Using a Continuous Time Model", Journal of the Royal Society Interface, Volume 9, August 2012, Pages 19831997. [pdf]

36. Bansal, L., Chu, Y., Laird, C.D., and Hahn, J., "Regularization of Inverse Problems to Determine Transcription Factor Profiles from Fluorescent Reporter Systems", AIChE Journal 58, Volume 12, March 2012, Pages 37513760. [pdf]

35. Mann, A.V., McKenna, S.A., Hart, W.E., and Laird, C.D., "RealTime Inversion in LargeScale Water Networks Using Discrete Measurements", Computers & Chemical Engineering, Volume 37, February 2012, Pages 143151. [pdf]

34. Akesson, J., Laird, C.D., Lavedan, G., Prol, K., Tummescheit, H., Velut, S., and Zhu, Y., "Nonlinear Model Predictive Control of a CO2 Post Combustion Absorption Unit", Chemical Engineering & Technology, Volume 35, January 2012, Pages 445454.

33. BenavidesSerrano, A., Legg, S.W., Mannan, M.S., and Laird, C.D., "A stochastic programming approach for optimal gas sensor layout considering sensor reliability", Proceedings of, Mary Kay O'Connor Process Safety Center International Symposium, College Station, TX, October, 2012.

32. Hackebeil, G., Mann, A.V., and Laird, C.D., "Tailored Solver for Rapid Water Quality Simulation with Merlion", Proceedings of, WDSA, Adelaide, Australia, , 2012.

31. Wang, C., Pishko, M., and Laird, C.D., "Model and Analysis of Pharmaceutical Manufacturing System with Government Intervention and Emergency Supply", Proceedings of, PSE 2012, Singapore, July, 2012.

30. Hackebeil, G., Mann, A.V., Hart, W., Klise, K., and Laird, C.D., "A Stochastic Programming Formulation for Chlorine Booster Station Placement to Protect LargeScale Water Distribution Systems", Proceedings of, PSE 2012, Singapore, July, 2012.

29. Word, D.P., Watson, J.P., Woodruff, D., and Laird, C.D., "A Progressive Hedging Approach for Parameter Estimation of Stochastic Nonlinear Programs", Proceedings of, PSE 2012, Singapore, July, 2012.

28. Legg, S.W., Siirola, J.D., Watson, J.P., Davis, S.G., Bratteteig, A., Laird, C.D., "A Stochastic Programming Approach for Gas Detector Placement in Process Facilities", Proceedings of, FOCAPO 2012, Savannah, GA, January, 2012.

27. Bansal, L., Chu, Y., Laird, C.D., and Hahn, J., "Determining Transcription Factor Profiles from Fluorescent Reporter Systems Involving Regularization of Inverse Problems", Proceedings of, 2012 American Control Conference, Baltimore, MD, June, 2012.

26. Zhu, Y., Legg, S., and Laird, C.D., "A Multiperiod Nonlinear Programming Approach for Operation of Air Separation Plants with Variable Power Pricing", AIChE Journal, Volume 57, September 2011, Pages 24212430. [pdf]

25. Zhu, Y., Legg, S., and Laird, C.D., "Optimal Operation of Cryogenic Air Separation Systems with Demand Uncertainty and Contractual Obligations", Chemical Engineering Science, Volume 66, March 2011, Pages 953963. [pdf]

24. Prolss, K., Tummescheit, H., Faber, R., Laird, C.D., Velut, S., Zhu, Y., and Akesson, J., "Models of a postcombustion absorption unit for simulation, optimization and nonlinear model predictive control schemes", Proceedings of, 8th International Modelica Conference, Dresden, Germany, March 2022, 2011.

23. Laird, C.D., Wong, A.V., and Akesson, J., "Parallel Solution of LargeScale Dynamic Optimization Problems", In: E.N. Pistikopoulos, M.C. Georgiadis, and A.C. Kokossis, Eds., Computer Aided Chemical Engineering, Volume 29, Elsevier, 2011, 21st European Symposium on Computer Aided Process Engineering, Pages 813817. [pdf]

22. Jung, S., Ng, D., Laird, C.D., and Mannan, M.S., "A New Approach for Facility Siting Using Mapping Risks on a Plant Grid Area and Optimization", Journal of Loss Prevention in the Process Industries, Volume 23, November 2010, Pages 824830. [pdf]

21. Zhu, Y., Legg, S., and Laird, C.D., "Optimal Design of Cryogenic Air Separation Columns Under Uncertainty", Computers & Chemical Engineering, Volume 34, September 2010, Pages 13771384. [pdf]

20. Wong, A., Young, J., McKenna, S., Hart, W., and Laird, C.D., "Optimal Determination of Grab Sample Locations and Source Inversion in LargeScale Water Distribution Systems", Proceedings of, Water Distribution Systems Analysis, Tucson, AZ, September, 2010, Pages 412425. (Nominated for Best Paper Award)

19. Word, D.P., Abbott III, G.H., Cummings, D, and Laird, C.D., "Estimating Seasonal Drivers in Childhood Infectious Diseases with Continuous Time and DiscreteTime Models", Proceedings of, American Control Conference (ACC) 2010, Baltimore, MD, June 30  July 2, 2010, Pages 51375142. [pdf] (Invited Contribution)

18. Wong, A., McKenna, S., Hart, W., and Laird, C.D., "RealTime Inversion and Response Planning in LargeScale Networks", In: S. Pierucci and G. Buzi Ferraris, Eds., Computer Aided Chemical Engineering, Volume 28, Elsevier, 2010, 20th European Symposium on Computer Aided Process Engineering, Pages 10271032. [pdf]

17. Word, D.P., Young, J., Cummings, D., and Laird, C.D., "Estimation of seasonal transmission parameters in childhood infectious disease using a stochastic continuous time model", In: S. Pierucci and G. Buzi Ferraris, Eds., Computer Aided Chemical Engineering, Volume 28, Elsevier, 2010, 20th European Symposium on Computer Aided Process Engineering, Pages 229234. [pdf]

16. Pham, V., Laird, C.D., and ElHalwagi, M., "A Convex Hull Discretization Approach to the Global Optimization of Pooling Problems", Industrial & Engineering Chemistry Research, Volume 48, January 2009, Pages 19731979. [pdf]

15. Zhu, Y. and Laird, C.D., "Optimal Design of Cryogenic Air Separation Columns Under Uncertainty", In: M.M. ElHalwalgi and A.A. Linninger, Eds., CRC Press, 2009, Design for Energy and the Environment, Foundations of ComputerAided Process Design, 7th, Pages 669678. [pdf]

14. Zhu, Y., Word, D., Siirola, J., and Laird, C.D., "Exploiting Modern Computing Architectures for Efficient LargeScale Nonlinear Programming", In: R.M. de Brito Alves, C.A.O. do Nascimento and E.C. Biscaia, Jr., Eds., Computer Aided Chemical Engineering, Volume 27, Elsevier, 2009, 10th International Symposium on Process Systems Engineering: Part A, Pages 783788. [pdf] (Won best poster award)

13. Zavala, V.M., Laird, C.D., and Biegler, L.T., "InteriorPoint Decomposition Approaches for Parallel Solution of LargeScale Nonlinear Parameter Estimation Problems", Chemical Engineering Science, Volume 63, Issue 19, October 2008, Pages 48344845. [pdf]

12. Bonami, P., Wachter, A., Biegler, L.T., Conn, A.R., Cornuejols, G., Grossmann, I.E., Laird, C.D., Lee, J., Lodi, A., Margot, F., and Sawaya, N., "An algorithmic framework for convex mixed integer nonlinear programs", Discrete Optimization, Volume 5, Issue 2, In Memory of George B. Dantzig, May 2008, Pages 186204. [pdf]

11. Zavala, V. M., Laird, C.D., and Biegler, L.T., "Fast Solvers and Rigorous Models: Can Both be Accommodated in NMPC?", International Journal of Robust and Nonlinear Control, Volume 18, May 2008, Pages 800815. [pdf]

10. Zavala, V.M., Laird, C.D., and Biegler, L.T., "A Fast Moving Horizon Estimation Algorithm Based On Nonlinear Programming Sensitivity", Journal of Process Control, Volume 18, October 2008, Pages 876884. [pdf]

9. Pham, V., Rabie, A., Laird, C.D., and ElHalwagi, M., "A Global Optimization Approach to the Synthesis and Scheduling of Batch WaterRecycle Networks", Proceedings of, Foundations of ComputerAided Process Operations, 5th, Boston, MA, June 29  July 2, 2008.

8. Zhu, Y. and Laird, C.D., "A Parallel Algorithm for Structured Nonlinear Programming", Proceedings of, Foundations of ComputerAided Process Operations, 5th, Boston, MA, June 29  July 2, 2008, Pages 345348.

7. Laird, C.D. and Biegler, L.T., "LargeScale Nonlinear Programming for Multiscenario Optimization", In: H.G. Bock, E. Kostina, H.X. Phu, R. Ranacher, Eds., Springer, 2008, Modeling, Simulation and Optimization of Complex Processes, Pages 323336. [pdf]

6. Berry, J., Hart W., Laird, C.D., and Uber, J., "A Morphing Technique to Disguise Water Networks", Proceedings of, EWRI World Environmental and Water Resources Congress 2007, May, 2007.

5. Laird, C.D., Biegler, L.T. and van Bloemen Waanders, B.G., "RealTime, large scale optimization of water network systems using a subdomain approach", In: L.T. Biegler, O. Ghattas, M. Heinkenschloss, D. Keyes, and B. van Bloemen Waanders, Eds., SIAM Series in Computational Science and Engineering #3, SIAM, 2007, RealTime PDEConstrained Optimization, Pages 291308.

4. Laird, C.D., Biegler, L.T. and van Bloemen Waanders, B.G., "Mixedinteger approach for obtaining unique solutions in source inversion of water networks", A.S.C.E. Journal of Water Resources Planning and Management, Volume 132, June 2006, Pages 242251. [pdf]

3. Laird, C.D., Biegler, L.T., van Bloemen Waanders, B.G. and Bartlett, R., "Contamination source determination for water networks", A.S.C.E. Journal of Water Resources Planning and Management, Volume 131, March 2005, Pages 125134. [pdf]

2. Laird, C.D., Biegler, L.T. and van Bloemen Waanders, B.G., "A mixedinteger approach for obtaining unique solutions in source inversion of water networks", In: R. Walton, Eds., A.S.C.E., 2005, World Water and Environmental Resources Congress 2005, Pages 3039. [pdf]

1. van Bloemen Waanders, B.G., Bartlett, R.A., Biegler, L.T., and Laird, C.D., "Nonlinear Programming Strategies for Source Detection of Municipal Water Networks", In: P. Bizier and P. DeBarry, Eds., A.S.C.E. Conference Proceedings, 2003, World Water and Environmental Resources Congress, Pages 3847.
