Zobrazeno 1 - 10
of 975
pro vyhledávání: '"Laird, A D"'
Autor:
Ovalle, Daniel, Pulsipher, Joshua L., Ye, Yixin, Harshbarger, Kyle, Bury, Scott, Laird, Carl D., Grossmann, Ignacio E.
Supply and manufacturing networks in the chemical industry involve diverse processing steps across different locations, rendering their operation vulnerable to disruptions from unplanned events. Optimal responses should consider factors such as produ
Externí odkaz:
http://arxiv.org/abs/2412.08046
Alternative formulations for the optimization of chemical process flowsheets are presented that leverage surrogate models and implicit functions to replace and remove, respectively, the algebraic equations that describe a difficult-to-converge Gibbs
Externí odkaz:
http://arxiv.org/abs/2310.09307
Autor:
Sunshine, 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.
Publikováno v:
In Computers and Chemical Engineering March 2025 194
Autor:
Ceccon, Francesco, Jalving, Jordan, Haddad, Joshua, Thebelt, Alexander, Tsay, Calvin, Laird, Carl D., Misener, Ruth
The optimization and machine learning toolkit (OMLT) is an open-source software package incorporating neural network and gradient-boosted tree surrogate models, which have been trained using machine learning, into larger optimization problems. We dis
Externí odkaz:
http://arxiv.org/abs/2202.02414
Autor:
Bernal Neira, David E., Laird, Carl D., Lueg, Laurens R., Harwood, Stuart M., Trenev, Dimitar, Venturelli, Davide
Publikováno v:
In Computers and Chemical Engineering May 2024 184
Autor:
Simpson, Ashlyn K., Drysdale, Mallory, Gamberg, Mary, Froese, Ken, Brammer, Jeremy, Dumas, Pierre, Ratelle, Mylène, Skinner, Kelly, Laird, Brian D.
Publikováno v:
In Science of the Total Environment 1 May 2024 923
Autor:
Stinchfield, 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.
Publikováno v:
In Computers and Chemical Engineering April 2024 183
Autor:
Drysdale, Mallory, Gamberg, Mary, Brammer, Jeremy, Majowicz, Shannon E., Packull-McCormick, Sara, Skinner, Kelly, Laird, Brian D.
Publikováno v:
In Science of the Total Environment 1 March 2024 914
Publikováno v:
In IFAC PapersOnLine 2024 58(14):793-798
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