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C

Calvin Tsay

imperial college london

19H-index
90Paper Count
1.1KCitation Count
Published Papers 32
Publication Date
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Risk-aware stochastic scheduling of multi-market energy storage systems
errEnergy
IF9.4
err2026-07-15
err0
errOAAI
errGabriel D. Patrón; Di Zhang; Lavinia M.P. Ghilardi; Evelin Blom; Maldon Goodridge; Erik Solis; Hamidreza Jahangir; Jorge Angarita; Nandhini Ganesan; Kevin West; Nilay Shah; Calvin Tsay
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errSave
A survey and tutorial of reinforcement learning methods in process systems engineering
errComputers & Chemical Engineering
IF3.9
err2025-11-27
err0
errOAAI
errMaximilian Bloor; Max Mowbray; Ehecatl Antonio del Rio Chanona; Calvin Tsay
errShare
errSave
Integrated Design and Scheduling of Hydrogen Processes under Uncertainty: A Quantile Neural Network Approach
errIndustrial & Engineering Chemistry Research
IF3.9
err2025-10-22
err0
errOAAI
errLavinia M. P. Ghilardi; Gabriel D. Patrón; Antonio Alcántara; Calvin Tsay
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errSave
Deep-learning-aided modifier adaptation: synergies with process intensification
errChemical Engineering and Processing - Process Intensification
IF0
err2025-10-05
err0
errOAAI
errGabriel D. Patrón; Calvin Tsay; Luis Ricardez-Sandoval
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errSave
PC-Gym: Benchmark environments for process control problems
errComputers & Chemical Engineering
IF3.9
err2025-08-30
err0
PREAI
errMaximilian Bloor; José Torraca; Ilya Orson Sandoval; Akhil Ahmed; Martha White; Mehmet Mercangöz; Calvin Tsay; Ehecatl Antonio Del Rio Chanona; Max Mowbray
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errSave
A quantile neural network framework for two-stage stochastic optimization
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
errOAAI
errAlcantara, Antonio; Ruiz, Carlos; Tsay, Calvin
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errSave
Control-Informed Reinforcement Learning for Chemical Processes
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-02-20
err0
errOAAI
errBloor, Maximilian; Ahmed, Akhil; Kotecha, Niki; Mercangoz, Mehmet; Tsay, Calvin; del Rio-Chanona, Ehecatl Antonio
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errSave
Mixed-integer optimisation of graph neural networks for computer-aided molecular design
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-06-01
err5
errOAAI
errMcdonald, Tom; Tsay, Calvin; Schweidtmann, Artur M.; Yorke-Smith, Neil
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errSave
Constrained continuous-action reinforcement learning for supply chain inventory management
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-02-01
err7
errOAAI
errBurtea, Radu; Tsay, Calvin
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errSave
Integrating process and power grid models for optimal design and demand response operation of giga-scale green hydrogen
errAICHE JOURNAL
IF4
err2023-10-16
err6
errOAAI
errTsay, Calvin; Qvist, Staffan
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errSave
Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-04-01
err12
errOAAI
errFolch, Jose Pablo; Lee, Robert M.; Shafei, Behrang; Walz, David; Tsay, Calvin; van der Wilk, Mark; Misener, Ruth
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errSave
Maximizing information from chemical engineering data sets: Applications to machine learning
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2022-04-01
err57
errOAAI
errThebelt, Alexander; Wiebe, Johannes; Kronqvist, Jan; Tsay, Calvin; Misener, Ruth
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errSave
A data-driven linear formulation of the optimal demand response scheduling problem for an industrial air separation unit
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2022-04-01
err16
errOAAI
errKelley, Morgan T.; Tsay, Calvin; Cao, Yanan; Wang, Yajun; Flores-Cerrillo, Jesus; Baldea, Michael
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errSave
Multi-objective constrained optimization for energy applications via tree ensembles
errAPPLIED ENERGY
IF11
err2022-01-01
err16
errOAAI
errThebelt, Alexander; Tsay, Calvin; Lee, Robert M.; Sudermann-Merx, Nathan; Walz, David; Tranter, Tom; Misener, Ruth
errShare
errSave
Sobolev trained neural network surrogate models for optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-10-01
err10
PREAI
errTsay, Calvin
errShare
errSave
Economic Optimization of Carbon Capture Processes Using Ionic Liquids: Toward Flexibility in Capture Rate and Feed Composition
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2021-03-19
err16
PREAI
errSeo, Kyeongjun; Tsay, Calvin; Edgar, Thomas F.; Stadtherr, Mark A.; Baldea, Michael
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errSave
The integration of scheduling and control: Top-down vs. bottom-up
errJOURNAL OF PROCESS CONTROL
IF3.9
err2020-07-01
err52
errOAAI
errCaspari, Adrian; Tsay, Calvin; Mhamdi, Adel; Baldea, Michael; Mitsos, Alexander
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errSave
Rate-Based Process Optimization and Sensitivity Analysis for Ionic-Liquid-Based Post-Combustion Carbon Capture
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2020-06-17
err33
PREAI
errSeo, Kyeongjun; Tsay, Calvin; Hong, Bo; Edgar, Thomas F.; Stadtherr, Mark A.; Baldea, Michael
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errSave
Process Control and Energy Efficiency
errannual review of chemical and biomolecular engineering
IF0
err2020-06-08
err9
errOAAI
errSimkoff, Jodie M.; Lejarza, Fernando; Kelley, Morgan T.; Tsay, Calvin; Baldea, Michael
errShare
errSave
Integrating production scheduling and process control using latent variable dynamic models
errCONTROL ENGINEERING PRACTICE
IF4.6
err2020-01-01
err31
errOAAI
errTsay, Calvin; Baldea, Michael
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Marianthi Ierapetritou
H-index: 69 · Papers: 448
G
Gary T. Rochelle
H-index: 66 · Papers: 405
T
Thomas F. Edgar
H-index: 61 · Papers: 687
A
Alexander Mitsos
H-index: 53 · Papers: 586
M
Michael Bâldea
H-index: 45 · Papers: 306
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