| Reinforcement learning for batch-to-batch bioprocess optimisation P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ... Computer Aided Chemical Engineering 46, 919-924, 2019 | 145* | 2019 |
| Chance constrained policy optimization for process control and optimization P Petsagkourakis, IO Sandoval, E Bradford, F Galvanin, D Zhang, ... Journal of Process Control 111, 35-45, 2022 | 30 | 2022 |
| Constrained reinforcement learning for dynamic optimization under uncertainty P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ... IFAC-PapersOnLine 53 (2), 11264-11270, 2020 | 13 | 2020 |
| Topological susceptibility of the 2D O (3) model under gradient flow W Bietenholz, P De Forcrand, U Gerber, H Mejía-Díaz, IO Sandoval Physical Review D 98 (11), 114501, 2018 | 9 | 2018 |
| Neural odes as feedback policies for nonlinear optimal control IO Sandoval, P Petsagkourakis, EA del Rio-Chanona IFAC-PapersOnLine 56 (2), 4816-4821, 2023 | 5 | 2023 |
| Investigating physics-informed neural networks for bioprocess hybrid model construction AW Rogers, IOS Cardenas, EA Del Rio-Chanona, D Zhang Computer Aided Chemical Engineering 52, 83-88, 2023 | 4 | 2023 |
| Topological susceptibility under gradient flow H Mejía-Díaz, W Bietenholz, K Cichy, P de Forcrand, A Dromard, ... EPJ Web of Conferences 175, 11024, 2018 | 4 | 2018 |
| Topology in the 2d Heisenberg Model under Gradient Flow IO Sandoval, W Bietenholz, P de Forcrand, U Gerber, H Mejía-Díaz Journal of Physics: Conference Series 912 (1), 012024, 2017 | 2 | 2017 |
| The automated discovery of kinetic rate models–methodological frameworks MÁ de Carvalho Servia, IO Sandoval, KKM Hii, K Hellgardt, D Zhang, ... Digital Discovery, 2024 | 1 | 2024 |
| Automated Kinetic Model Discovery–A Methodological Framework MÁ de Carvalho Servia, IO Sandoval, D Zhang, K Hellgardt, KKM Hii, ... Computer Aided Chemical Engineering 52, 33-38, 2023 | 1 | 2023 |
| The Automated Discovery of Kinetic Rate Models--Methodological Frameworks MÁC Servia, IO Sandoval, K Hellgardt, K Kuok, D Zhang, EAR Chanona arXiv preprint arXiv:2301.11356, 2023 | | 2023 |
| Piecewise Smooth Hybrid System Identification for Model Predictive Control I Stolyarov, IO Sandoval, P Petsagkourakis, EA del Rio-Chanona Computer Aided Chemical Engineering 49, 1645-1650, 2022 | | 2022 |
| The 2d O (3) Model under Gradient Flow IO Sandoval, H Mejıa-Dıaz, W Bietenholz, U Gerber, K Cichy, A Dromard, ... | | |
Ehecatl Antonio del Río ChanonaSargent Centre for Process Systems Engineering, Imperial College LondonVerified email at imperial.ac.uk
