Publications

Journal Publications

“Data-driven coordination of expensive subproblems in enterprise-wide optimization”

Damien van de Berg , Panagiotis Petsagkourakis, Nilay Shah, Antonio del Rio-Chanona, Authorea, submitted to AIChE Journal in April 2022

“Data-driven optimization for process systems engineering applications”

Damien van de Berg , Tom Savage, Panagiotis Petsagkourakis, Dongda Zhang, Nilay Shah, Antonio del Rio-Chanona, Chemical Engineering Science 248, B (2022), https://doi.org/10.1016/j.ces.2021.117135

“Quality by design modelling to support rapid RNA vaccine production against emerging infectious diseases”

Damien van de Berg , Zoltan Kis, Carl Fredrik Behmer, Karnyart Samnuan, Anna K. Blakney, Cleo Kontoravdi, Robin Shattock and Nilay Shah, npj Vaccines 6, 65 (2021), https://doi.org/10.1038/s41541-021-00322-7

Conference Publications

“Data-driven coordination of expensive black-boxes”

Damien van de Berg , Panagiotis Petsagkourakis, Nilay Shah, Antonio del Rio-Chanona Computer Aided Chemical Engineering 49, (2022), https://doi.org/10.1016/B978-0-323-85159-6.50193-7

“Convex Q-learning: Reinforcement learning through convex programming”

Sophie Sitter, Damien van de Berg, Max Mowbray, Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Computer Aided Chemical Engineering 49, (2022), https://doi.org/10.1016/B978-0-323-85159-6.50056-7

“Quality by design and techno-economic modelling of RNA vaccine production for pandemic-response”

Zoltan Kis, Kyungjae Tak, Dauda Ibrahim, Simon Daniel, Damien van de Berg, Maria Papathanasiou, Benoit Chachuat, Cleo Kontoravdi, Nilay Shah, Computer Aided Chemical Engineering 49, (2022), https://doi.org/10.1016/B978-0-323-85159-6.50361-4