P. Mayr

A probabilistic deep-learning framework that unifies image-based characterization, temporal prediction, and microstructure forecasting for in situ high-temperature confocal laser scanning microscopy data and demonstrates the efficacy of the method on Widmanstatten ferrite evolution in S235 steel across five cooling regimes is introduced.