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I

Ilya Orson Sandoval

imperial college london

6H-index
21Paper Count
100Citation Count
Published Papers 5
Publication Date
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Physics-informed symbolic regression for data-efficient kinetic model discovery
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-10-17
err0
errOAAI
errMiguel Ángel de Carvalho Servia; Ammar Ali; Ilya Orson Sandoval; King Kuok (Mimi) Hii; Klaus Hellgardt; Dongda Zhang; Mehmet Mercangöz; Ehecatl Antonio del Rio Chanona
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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
The automated discovery of kinetic rate models - methodological frameworks
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err1
errOAAI
errServia, Miguel Angel de Carvalho; Sandoval, Ilya Orson; Hii, King Kuok (Mimi); Hellgardt, Klaus; Zhang, Dongda; Chanona, Ehecatl Antonio del Rio
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Chance constrained policy optimization for process control and optimization
errJOURNAL OF PROCESS CONTROL
IF3.9
err2022-03-01
err19
errOAAI
errPetsagkourakis, Panagiotis; Sandoval, Ilya Orson; Bradford, Eric; Galvanin, Federico; Zhang, Dongda; del Rio-Chanona, EhecatlAntonio
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errSave
Reinforcement learning for batch bioprocess optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-02-01
err130
errOAAI
errPetsagkourakis, P.; Sandoval, I. O.; Bradford, E.; Zhang, D.; del Rio-Chanona, E. A.
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errSave

Research Directions

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Co-authors
Cooperation Journals
K
Klaus Hellgardt
H-index: 49 · Papers: 280
K
King Kuok Hii
H-index: 44 · Papers: 377
D
Dongda Zhang
H-index: 35 · Papers: 223
E
Ehecatl Antonio del Rio‐Chanona
H-index: 33 · Papers: 219
M
Mehmet Mercangöz
H-index: 21 · Papers: 95
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