The automated discovery of kinetic rate models – methodological frameworks

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

Digital Discovery · 2024 · 26 citations · 38 references

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Abstract

Two automated knowledge discovery methodologies (ADoK-S & ADoK-W) are created whereby symbolic regression, parameter estimation, information criteria and model-based design of experiments synergize for the optimized discovery of kinetic rate models.

References

38