| 1 |
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection
Onel M, Kieslich CA, Guzman YA, Floudas CA, Pistikopoulos EN
Computers & Chemical Engineering, 115, 46, 2018 |
| 2 |
Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters
Matthews LR, Guzman YA, Floudas CA
Computers & Chemical Engineering, 116, 451, 2018 |
| 3 |
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection(Reprinted from Computers and Chemical Engineering, vol 115, pg 46-63, 2018)
Onel M, Kieslich CA, Guzman YA, Floudas CA, Pistikopoulos EN
Computers & Chemical Engineering, 116, 503, 2018 |
| 4 |
Natural Gas to Liquid Transportation Fuels under Uncertainty Using Robust Optimization
Matthews LR, Guzman YA, Onel O, Niziolek AM, Floudas CA
Industrial & Engineering Chemistry Research, 57(32), 11112, 2018 |
| 5 |
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: III. Exact and near-exact a posteriori expressions for known probability distributions
Guzman YA, Matthews LR, Floudas CA
Computers & Chemical Engineering, 103, 116, 2017 |
| 6 |
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: II. A priori bounds for known symmetric and asymmetric probability distributions
Guzman YA, Matthews LR, Floudas CA
Computers & Chemical Engineering, 101, 279, 2017 |
| 7 |
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: I. Unknown probability distributions
Guzman YA, Matthews LR, Floudas CA
Computers & Chemical Engineering, 84, 568, 2016 |
| 8 |
Biomass-Based Production of Benzene, Toluene, and Xylenes via Methanol: Process Synthesis and Deterministic Global Optimization
Niziolek AM, Onel O, Guzman YA, Floudas CA
Energy & Fuels, 30(6), 4970, 2016 |
