# Deep Learning vs. Gradient Boosting: Optimizing Transport Energy Forecasts in Thailand Through LSTM and XGBoost

> Research article (Energies, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4408945400](https://www.wikidata.org/wiki/openalex:W4408945400)  
**Source**: https://4ort.xyz/entity/deep-learning-vs-gradient-boosting-optimizing-transport-energy-forecasts-in-thailand-through-lstm-and-xgboost