output
20232025
most citedThe Automated Discovery of Kinetic Rate Models -- Methodological Frameworks

4 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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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.CE2024★ 1 cited

Simplest Mechanism Builder Algorithm (SiMBA): An Automated Microkinetic Model Discovery Tool

Miguel Ángel de Carvalho Servia, King Kuok, Hii +3

Microkinetic models are key for evaluating industrial processes' efficiency and chemicals' environmental impact. Manual construction of these models is difficult and time-consuming…