Ilya Orson Sandoval

According to our database, Ilya Orson Sandoval authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Constraint-Guided Symbolic Regression for Data-Efficient Kinetic Model Discovery.

Miguel Ángel de Carvalho Servia, Ilya Orson Sandoval, King Kuok Hii, Klaus Hellgardt, Dongda Zhang, Ehecatl Antonio del Rio-Chanona

CoRR, July, 2025

2024

PC-Gym: Benchmark Environments For Process Control Problems.

Maximilian Bloor, José Torraca, Ilya Orson Sandoval, Akhil Ahmed, Martha White, Mehmet Mercangöz, Calvin Tsay, Ehecatl Antonio del Rio-Chanona, Max Mowbray

CoRR, 2024

2023

The Automated Discovery of Kinetic Rate Models - Methodological Frameworks.

Miguel Ángel de Carvalho Servia, Ilya Orson Sandoval, Klaus Hellgardt, King Kuok Hii, Dongda Zhang, Ehecatl Antonio del Rio-Chanona

CoRR, 2023

2022

Neural ODEs as Feedback Policies for Nonlinear Optimal Control.

Ilya Orson Sandoval, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona

CoRR, 2022

2020

Chance Constrained Policy Optimization for Process Control and Optimization.

Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Federico Galvanin, Dongda Zhang, Ehecatl Antonio del Rio-Chanona

CoRR, 2020

Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty.

Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona

CoRR, 2020

Reinforcement learning for batch bioprocess optimization.

Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona

Comput. Chem. Eng., 2020