Litcius/Paper detail

Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks

Qiming Zhu, Zeliang Liu, Jinhui Yan

2021Computational Mechanics459 citationsDOI

Topics & Concepts

Artificial intelligenceArtificial neural networkMachine learningComputer scienceBig dataDeep learningProcess (computing)Uncertainty quantificationData miningOperating systemModel Reduction and Neural NetworksMachine Learning in Materials ScienceAdditive Manufacturing Materials and Processes