Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties. - Binh Duong Nguyen; Pavlo Potapenko; Aytekin Dermici; Kishan Govind; Stefan Sandfeld (CoRR, 2023)

Instance Segmentation of Dislocations in TEM Images. - Karina Ruzaeva; Kishan Govind; Marc Legros; Stefan Sandfeld (CoRR, 2023)

Deep learning of crystalline defects from TEM images: a solution for the problem of 'never enough training data'. - Kishan Govind; Daniela Oliveros; Antonin Dlouhy; Marc Legros; Stefan Sandfeld (Mach. Learn. Sci. Technol., 2024)