Larestani, A., Sahebalzamani, S., Hemmati-Sarapardeh, A., Naseri, A. (2025). Compositional modeling of solution gas–oil ratio (Rs): a comparative study of tree-based models, neural networks, and equations of state. Scientific Reports. https://doi.org/10.1038/s41598-025-91132-7