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3D temperature field prediction in direct energy deposition of metals using physics informed neural network

Jibing Xie, Ze Chai, Luming Xu, Xukai Ren, Sheng Liu, Xiaoqi Chen

2022The International Journal of Advanced Manufacturing Technology83 citationsDOI

Topics & Concepts

InterpretabilityExtrapolationArtificial neural networkField (mathematics)Process (computing)Artificial intelligenceEnergy (signal processing)Black boxComputer scienceMachine learningMaterials sciencePhysicsMathematicsPure mathematicsQuantum mechanicsOperating systemMathematical analysisAdvancements in Semiconductor Devices and Circuit DesignMachine Learning in Materials ScienceModel Reduction and Neural Networks
3D temperature field prediction in direct energy deposition of metals using physics informed neural network | Litcius