# Prediction of 3D temperature field through single 2D temperature data based on transfer learning-based PINN model in laser-based directed energy deposition

> Research article (Journal of Manufacturing Processes, 2025) · cited 37× · AI/ML

**Wikidata**: [openalex:W4407398757](https://www.wikidata.org/wiki/openalex:W4407398757)  
**Source**: https://4ort.xyz/entity/prediction-of-3d-temperature-field-through-single-2d-temperature-data-based-on-transfer-learning-based-pinn-model-in-las
