Litcius/Paper detail

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

Shitong Peng, Shoulan Yang, Baoyun Gao, Weiwei Liu, Fengtao Wang, Zijue Tang

2025Journal of Manufacturing Processes42 citationsDOI

Topics & Concepts

Materials scienceTransfer of learningField (mathematics)LaserEnergy (signal processing)Deposition (geology)Artificial intelligenceOpticsComputer scienceBiologySedimentPhysicsStatisticsPure mathematicsMathematicsPaleontologyHeat Transfer and OptimizationHeat Transfer MechanismsHeat Transfer and Boiling Studies