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Ilya Orson Sandoval
Ilya Orson Sandoval
Machine Learning Research Intern, The Alan Turing Institute | PhD Candidate, Imperial College London
Dirección de correo verificada de ic.ac.uk - Página principal
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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
302022
Constrained reinforcement learning for dynamic optimization under uncertainty
P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ...
IFAC-PapersOnLine 53 (2), 11264-11270, 2020
132020
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
92018
Neural odes as feedback policies for nonlinear optimal control
IO Sandoval, P Petsagkourakis, EA del Rio-Chanona
IFAC-PapersOnLine 56 (2), 4816-4821, 2023
52023
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
42023
Topological susceptibility under gradient flow
H Mejía-Díaz, W Bietenholz, K Cichy, P de Forcrand, A Dromard, ...
EPJ Web of Conferences 175, 11024, 2018
42018
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
22017
The automated discovery of kinetic rate models–methodological frameworks
MÁ de Carvalho Servia, IO Sandoval, KKM Hii, K Hellgardt, D Zhang, ...
Digital Discovery, 2024
12024
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
12023
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, ...
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