Abstract Integrated computational materials engineering (ICME) models have been a crucial building block for modern development, relieving heavy reliance on experiments and significantly accelerating the design process. However, ICME are also computationally expensive, particularly with respect to time integration dynamics, which hinders ability study statistical ensembles thermodynamic propert...