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Physics-Informed Neural Networks for Process Optimization in Laser Powder Bed Fusion of Inconel 718 Superalloy: A Data-Efficient, Physics-Constrained Machine Learning Framework.

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Title: Physics-Informed Neural Networks for Process Optimization in Laser Powder Bed Fusion of Inconel 718 Superalloy: A Data-Efficient, Physics-Constrained Machine Learning Framework.
Authors: Tiwari, Saurabh1, transballer@gmail.com, Heo, Seong Jun1,2, Park, Nokeun1,2, nokeun_park@yu.ac.kr
Source: Metals (2075-4701); May2026, Vol. 16 Issue 5, p465, 15p
Database: Applied Science & Technology Source
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        Value: 10.3390/met16050465
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      – Code: eng
        Text: English
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        PageCount: 15
        StartPage: 465
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      – TitleFull: Physics-Informed Neural Networks for Process Optimization in Laser Powder Bed Fusion of Inconel 718 Superalloy: A Data-Efficient, Physics-Constrained Machine Learning Framework.
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            NameFull: Tiwari, Saurabh
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            NameFull: Heo, Seong Jun
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              Text: May2026
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