3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CE2025★ 3 cited
Constraint-Guided Symbolic Regression for Data-Efficient Kinetic Model Discovery
Miguel Ángel de Carvalho Servia, Ilya Orson Sandoval, King Kuok +4
The industrialization of catalytic processes hinges on the availability of reliable kinetic models for design, optimization, and control. Traditional mechanistic models demand exte…
cs.LG2020
Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford +2
Dynamic real-time optimization (DRTO) is a challenging task due to the fact that optimal operating conditions must be computed in real time. The main bottleneck in the industrial a…