| Modeling, state estimation, and optimal control for the US COVID-19 outbreak C Tsay, F Lejarza, MA Stadtherr, M Baldea Scientific Reports 10 (1), 1-12, 2020 | 125 | 2020 |
| Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models C Tsay, A Kumar, J Flores-Cerrillo, M Baldea Computers & Chemical Engineering 126, 22-34, 2019 | 73 | 2019 |
| A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units LS Dias, RC Pattison, C Tsay, M Baldea, MG Ierapetritou Computers & Chemical Engineering 113, 139-151, 2018 | 67 | 2018 |
| The integration of scheduling and control: Top-down vs. bottom-up A Caspari, C Tsay, A Mhamdi, M Baldea, A Mitsos Journal of Process Control 91, 50-62, 2020 | 35 | 2020 |
| A survey of optimal process design capabilities and practices in the chemical and petrochemical industries C Tsay, RC Pattison, MR Piana, M Baldea Computers & Chemical Engineering 112, 180-189, 2018 | 35 | 2018 |
| Pseudo-transient models for multiscale, multiresolution simulation and optimization of intensified reaction/separation/recycle processes: Framework and a dimethyl ether … RC Pattison, C Tsay, M Baldea Computers & Chemical Engineering 105, 161-172, 2016 | 35 | 2016 |
| Integrating production scheduling and process control using latent variable dynamic models C Tsay, M Baldea Control Engineering Practice 94, 104201, 2020 | 34* | 2020 |
| Equation-oriented simulation and optimization of process flowsheets incorporating detailed spiral-wound multistream heat exchanger models C Tsay, RC Pattison, M Baldea AIChE Journal 63 (9), 3778-3789, 2017 | 31 | 2017 |
| 110th Anniversary: Using Data to Bridge the Time and Length Scales of Process Systems C Tsay, M Baldea Industrial & Engineering Chemistry Research 58 (36), 16696-16708, 2019 | 29 | 2019 |
| A pseudo‐transient optimization framework for periodic processes: Pressure swing adsorption and simulated moving bed chromatography C Tsay, RC Pattison, M Baldea AIChE Journal 64 (8), 2982-2996, 2017 | 28 | 2017 |
| Rate-based modeling and economic optimization of next-generation amine-based carbon capture plants C Tsay, RC Pattison, Y Zhang, GT Rochelle, M Baldea Applied Energy 252, 113379, 2019 | 26 | 2019 |
| Partition-based formulations for mixed-integer optimization of trained ReLU neural networks C Tsay, J Kronqvist, A Thebelt, R Misener Advances in Neural Information Processing Systems 34, 2021 | 25 | 2021 |
| Rate-based process optimization and sensitivity analysis for ionic-liquid-based post-combustion carbon capture K Seo, C Tsay, B Hong, TF Edgar, MA Stadtherr, M Baldea ACS Sustainable Chemistry & Engineering 8 (27), 10242-10258, 2020 | 16 | 2020 |
| Data-driven models and algorithms for demand response scheduling of air separation units C Tsay, M Baldea, J Shi, A Kumar, J Flores-Cerrillo Computer Aided Chemical Engineering 44, 1273-1278, 2018 | 16 | 2018 |
| A dynamic optimization approach to probabilistic process design under uncertainty C Tsay, RC Pattison, M Baldea Industrial & Engineering Chemistry Research 56 (30), 8606-8621, 2017 | 15 | 2017 |
| Multi-objective constrained optimization for energy applications via tree ensembles A Thebelt, C Tsay, RM Lee, N Sudermann-Merx, D Walz, T Tranter, ... Applied Energy 306, 118061, 2022 | 12 | 2022 |
| A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation C Tsay, RC Pattison, M Baldea, B Weinstein, SJ Hodson, RD Johnson Computers & Chemical Engineering 107, 408-426, 2017 | 12 | 2017 |
| Scenario-free optimal design under uncertainty of the PRICO natural gas liquefaction process C Tsay, M Baldea Industrial & Engineering Chemistry Research 57 (17), 5868-5880, 2018 | 11 | 2018 |
| Between steps: Intermediate relaxations between big-M and convex hull formulations J Kronqvist, R Misener, C Tsay Integration of Constraint Programming, Artificial Intelligence, and …, 2021 | 8 | 2021 |
| Fast and efficient chemical process flowsheet simulation by pseudo-transient continuation on inertial manifolds C Tsay, M Baldea Computer Methods in Applied Mechanics and Engineering 348, 935-953, 2019 | 8 | 2019 |
Michael BaldeaMcKetta Department of Chemical Engineering & Oden Institute, University of Texas at AustinVerified email at che.utexas.edu
