Optimization of Process Parameters in Electron Beam Cold Hearth Melting and Casting of Ti-6wt%Al-4wt%V via CFD-ML Approach - Xin, Yuchen; Liu, Jianglu; Shi, Yaming; Cheng, Zina; Liu, Yang; Gao, Lei; Zhang, Huanhuan; Ji, Haohang; Han, Tianrui; Guo, Shenghui; Yin, Shubiao; Zhao, Qiuni (Metals (Basel ), 2025)
Keywords: Aircraft; Algorithms; Aluminum; Aluminum alloys; Artificial intelligence; Back propagation; Back propagation networks; Cold; Computational fluid dynamics; Computer simulation; Computing costs; Continuous casting; Corrosion resistance; Diffusion; Electron beams; Energy consumption; Ingot casting; Ingots; Machine learning; Magnesium alloys; Manufacturing; Mechanical properties; Melt pools; Neural networks; Optimization; Prediction models; Process parameters; Simulation; Solidification; Temperature distribution; Titanium alloys; Titanium base alloys; Vanadium; Vaporization