Surrogate modeling of melt pool temperature field using deep learning
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Elsevier BV
Reference38 articles.
1. Additive manufacturing of metallic components–process, structure and properties;DebRoy;Prog. Mater. Sci.,2018
2. Defect structure process maps for laser powder bed fusion additive manufacturing;Gordon;Addit. Manuf.,2020
3. Temperature profile and imaging analysis of laser additive manufacturing of stainless steel;Islam;Phys. Procedia,2013
4. Effect of molten pool size on microstructure and tensile properties of wire arc additive manufacturing of Ti-6Al-4V alloy;Wu;Materials,2017
5. Experimental and numerical investigation of temperature distribution and melt pool geometry during pulsed laser welding of Ti6Al4V alloy;Akbari;Opt. Laser Technol.,2014
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