@article{outofsamplehydrocarbonproductionforecast, title = {Out-of-Sample Hydrocarbon Production Forecasting: Time Series Machine Learning using Productivity Index-Driven Features and Inductive Conformal Prediction}, author = {Mohamed Hassan Abdalla Idris and Jakub Marek Cebula and Jebraeel Gholinezhad and Shamsul Masum and Hongjie Ma}, year = {2025}, eprint = {2508.14078}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.14078}, }