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 | 170 | 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 | 101 | 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 | 83 | 2018 |
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 | 64 | 2021 |
OMLT: Optimization & machine learning toolkit F Ceccon, J Jalving, J Haddad, A Thebelt, C Tsay, CD Laird, R Misener Journal of Machine Learning Research 23 (349), 1-8, 2022 | 61 | 2022 |
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 | 58 | 2020 |
Maximizing information from chemical engineering data sets: Applications to machine learning A Thebelt, J Wiebe, J Kronqvist, C Tsay, R Misener Chemical Engineering Science 252, 117469, 2022 | 49 | 2022 |
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 | 43 | 2019 |
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 | 42 | 2018 |
Integrating production scheduling and process control using latent variable dynamic models C Tsay, M Baldea Control Engineering Practice 94, 104201, 2020 | 41 | 2020 |
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 | 38 | 2016 |
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 | 34 | 2019 |
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 | 32 | 2020 |
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 | 31 | 2017 |
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 |
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 | 23 | 2022 |
When deep learning meets polyhedral theory: A survey J Huchette, G Muñoz, T Serra, C Tsay arXiv preprint arXiv:2305.00241, 2023 | 20 | 2023 |
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 | 20 | 2018 |
Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization JP Folch, RM Lee, B Shafei, D Walz, C Tsay, M van der Wilk, R Misener Computers & Chemical Engineering 172, 108194, 2023 | 19 | 2023 |
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 | 19 | 2017 |