Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition

Michael Ryan, Mohammad Hassan Baqershahi, Hessamoddin Moshayedi +1

Wire-arc directed energy deposition (DED) has emerged as a promising additive manufacturing (AM) technology for large-scale structural engineering applications. However, the comple…