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C

Carl D. Laird

carnegie mellon university

33H-index
243Paper Count
5.4KCitation Count
Published Papers 55
Publication Date
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Simulation-Based Optimization of the Solid-Phase Peptide Synthesis Process
errORGANIC PROCESS RESEARCH & DEVELOPMENT
IF3.5
err2026-05-04
err0
errOAAI
errMegan E. Walsh; Jennifer McClary Groh; Mark R. Berglund; Jingyao Wang; Paridhi Agrawal; Casey Jake Smith; Shekhar K. Viswanath; Carl D. Laird; Chrysanthos E. Gounaris
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errSave
A Logic-Based Decomposition for the Global Optimization of the Multiperiod Blending Problem Using Symmetry-Breaking Cuts
errIndustrial and Engineering Chemistry Research
IF3.9
err2026-02-09
err0
errOAAI
errDaniel Ovalle; Arsh Bhatia; Carl D. Laird; Ignacio E. Grossmann
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errSave
Multiscale Perturbation Methods for Dynamic/Programmable Catalysis
errIndustrial & Engineering Chemistry Research
IF3.9
err2025-10-31
err0
errOAAI
errCarolina Colombo Tedesco; Carl D. Laird; John R. Kitchin; Aditya S. Khair
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errSave
Mapping uncertainty using differentiable programming
errAIChE Journal
IF4
err2025-07-31
err0
errOAAI
errVictor Alves; Carl D. Laird; Fernando V. Lima; John R. Kitchin
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errSave
Hyperplane decision trees as piecewise linear surrogate models for chemical process design
errComputers & Chemical Engineering
IF3.9
err2025-07-05
err0
PREAI
errEthan M. Sunshine; Carolina Colombo Tedesco; Sneha A. Akhade; Matthew J. McNenly; John R. Kitchin; Carl D. Laird
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errSave
Event constrained programming
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-05-15
err0
errOAAI
errOvalle, Daniel; Mazzadi, Stefan; Laird, Carl D.; Grossmann, Ignacio E.; Pulsipher, Joshua L.
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errSave
Mixed-Integer Linear Programming Formulation with Embedded Machine Learning Surrogates for the Design of Chemical Process Families
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-04-01
err0
errOAAI
errStinchfield, Georgia; Khalife, Natali; Ammari, Bashar L.; Morgan, Joshua C.; Zamarripa, Miguel; Laird, Carl D.
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errSave
Optimal reactive operation of general topology supply chain and manufacturing networks under disruptions
errAICHE JOURNAL
IF4
err2025-04-01
err0
errOAAI
errOvalle, Daniel; Pulsipher, Joshua L.; Ye, Yixin; Harshbarger, Kyle; Bury, Scott; Laird, Carl D.; Grossmann, Ignacio E.
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Multiscale optimization of formic acid dehydrogenation process via linear model decision tree surrogates
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-03-01
err1
errOAAI
errSunshine, Ethan M.; Bucci, Giovanna; Chatterjee, Tanusree; Deo, Shyam; Ehlinger, Victoria M.; Li, Wenqin; Moore, Thomas; Myers, Corey; Sun, Wenyu; Wang, Bo-Xun; Yuan, Mengyao; Kitchin, John R.; Laird, Carl D.; Mcnenly, Matthew J.; Akhade, Sneha A.
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errSave
Physics-informed machine learning with optimization-based guarantees: Applications to AC power flow
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-06-01
err8
errOAAI
errJalving, Jordan; Eydenberg, Michael; Blakely, Logan; Castillo, Anya; Kilwein, Zachary; Skolfield, J. Kyle; Boukouvala, Fani; Laird, Carl
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errSave
Cyclic Steady-State Simulation and Waveform Design for Dynamic/Programmable Catalysis
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2024-05-21
err1
errOAAI
errTedesco, Carolina Colombo; Kitchin, John R.; Laird, Carl D.
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errSave
Utilizing modern computer architectures to solve mathematical optimization problems: A survey
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-05-01
err3
PREAI
errNeira, David E. Bernal; Laird, Carl D.; Lueg, Laurens R.; Harwood, Stuart M.; Trenev, Dimitar; Venturelli, Davide
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errSave
A mixed integer linear programming approach for the design of chemical process families
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-04-01
err3
errOAAI
errStinchfield, Georgia; Morgan, Joshua C.; Naik, Sakshi; Biegler, Lorenz T.; Eslick, John C.; Jacobson, Clas; Miller, David C.; Siirola, John D.; Zamarripa, Miguel; Zhang, Chen; Zhang, Qi; Laird, Carl D.
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errSave
Linear model decision trees as surrogates in optimization of engineering applications
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-10-01
err11
PREAI
errAmmari, Bashar L.; Johnson, Emma S.; Stinchfield, Georgia; Kim, Taehun; Bynum, Michael; Hart, William E.; Pulsipher, Joshua; Laird, Carl D.
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errSave
An implicit function formulation for optimization of discretized index-1 differential algebraic systems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-12-01
err4
PREAI
errParker, Robert; Nicholson, Bethany; Siirola, John; Laird, Carl; Biegler, Lorenz
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errSave
Simulation-Optimization Framework for the Digital Design of Pharmaceutical Processes Using Pyomo and PharmaPy
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2022-10-24
err4
errOAAI
errLaky, Daniel J.; Casas-Orozco, Daniel; Laird, Carl D.; Reklaitis, Gintaras, V; Nagy, Zoltan K.
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errSave
Perspectives on the integration between first-principles and data-driven modeling
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-10-01
err97
errOAAI
errBradley, William; Kim, Jinhyeun; Kilwein, Zachary; Blakely, Logan; Eydenberg, Michael; Jalvin, Jordan; Laird, Carl; Boukouvala, Fani
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errSave
Evaluating Manual Sampling Locations for Regulatory and Emergency Response
errwater resources management
IF2.7
err2021-12-01
err1
errOAAI
errHaxton, Terranna; Klise, Katherine A.; Laky, Daniel; Murray, Regan; Laird, Carl D.; Burkhardt, Jonathan B.
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errSave
PharmaPy: An object-oriented tool for the development of hybrid pharmaceutical flowsheets
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-10-01
err14
errOAAI
errCasas-Orozco, Daniel; Laky, Daniel; Wang, Vivian; Abdi, Mesfin; Feng, X.; Wood, E.; Laird, Carl; Reklaitis, Gintaras, V; Nagy, Zoltan K.
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errSave
Scalable preconditioning of block-structured linear algebra systems using ADMM
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-02-01
err10
errOAAI
errRodriguez, Jose S.; Laird, Carl D.; Zavala, Victor M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
X
Xinliang Feng
H-index: 183 · Papers: 1.6K
I
Ignacio E. Grossmann
H-index: 119 · Papers: 945
D
Donald S. Burke
H-index: 89 · Papers: 459
L
Lorenz T. Biegler
H-index: 87 · Papers: 735
D
Derek A. T. Cummings
H-index: 82 · Papers: 425
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