Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition. - Michael Ryan; Mohammad Hassan Baqershahi; Hessamoddin Moshayedi; Elyas Ghafoori (CoRR, 2025)