متابعة
Ilya Orson Sandoval
Ilya Orson Sandoval
PhD Candidate, Imperial College London
بريد إلكتروني تم التحقق منه على ic.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Reinforcement learning for batch-to-batch bioprocess optimisation‏
P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ...‏
Computer Aided Chemical Engineering 46, 919-924, 2019‏
188*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
412022
Constrained reinforcement learning for dynamic optimization under uncertainty‏
P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ...‏
IFAC-PapersOnLine 53 (2), 11264-11270, 2020‏
152020
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
142023
Neural ODEs as feedback policies for nonlinear optimal control‏
IO Sandoval, P Petsagkourakis, EA del Rio-Chanona‏
IFAC-PapersOnLine 56 (2), 4816-4821, 2023‏
122023
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
112018
The automated discovery of kinetic rate models–methodological frameworks‏
MÁ de Carvalho Servia, IO Sandoval, KKM Hii, K Hellgardt, D Zhang, ...‏
Digital Discovery 3 (5), 954-968, 2024‏
4*2024
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
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
32023
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
22022
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
An Attentive Graph Agent for Topology-Adaptive Cyber Defence‏
IO Sandoval, IS Thompson, V Mavroudis, C Hicks‏
arXiv preprint arXiv:2501.14700, 2025‏
2025
The Kicked Rotor - A Chaotic Playground‏
IO Sandoval‏
https://ilyaorson.github.io/KickedRotor/, 2025‏
2025
Physics-Informed Automated Discovery of Kinetic Models‏
MA de Carvalho Servia, IOS Cárdenas, K Hellgardt, KKM Hii, D Zhang, ...‏
2024 AIChE Annual Meeting, 2024‏
2024
PC-Gym: Benchmark Environments For Process Control Problems‏
M Bloor, J Torraca, IO Sandoval, A Ahmed, M White, M Mercangöz, ...‏
arXiv preprint arXiv:2410.22093, 2024‏
2024
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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مقالات 1–16