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RISDeep Learning-Based Anomaly Detection for Laser-Fused Metal Components Using Pyrometric Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Laser powder-bed fusion (LPBF) enables the fabrication of complex metal components but suffers from subsurface porosity and geometrical defects that compromise performance. Existing postprocess inspection and ...
Bayesian Hierarchical Fatigue Scattering Model for Laser-Fused Metal Components
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Laser powder bed fusion (LPBF) enables the fabrication of complex metallic components with high precision and flexibility. However, LPBF-manufactured materials often exhibit substantial scatter in fatigue behavior ...