دنبال کردن
Calvin Tsay
Calvin Tsay
Imperial College London, Department of Computing
ایمیل تأیید شده در imperial.ac.uk - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
1852020
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
1072019
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
1032022
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
912021
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
902018
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
782022
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
712020
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
472019
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
452018
Integrating production scheduling and process control using latent variable dynamic models‏
C Tsay, M Baldea‏
Control Engineering Practice 94, 104201, 2020‏
432020
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
432019
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
432016
When deep learning meets polyhedral theory: A survey‏
J Huchette, G Muñoz, T Serra, C Tsay‏
arXiv preprint arXiv:2305.00241, 2023‏
382023
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
362020
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
332017
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
312017
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
302022
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
292023
Economic optimization of carbon capture processes using ionic liquids: toward flexibility in capture rate and feed composition‏
K Seo, C Tsay, TF Edgar, MA Stadtherr, M Baldea‏
ACS Sustainable Chemistry & Engineering 9 (13), 4823-4839, 2021‏
212021
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
212018
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20