Physics-Informed Cross-Scale Prediction of Cooling Rates and Grain Morphology in Additive Manufacturing

The dataset includes machine learning-based finite element model calibration code, simulation model temperature field extraction scripts, cooling gradient prediction model code, cellular automaton programs, and custom simulation batch processing routines. Due to storage constraints, finite element simulation results are not included in the dataset.