Teaching Supervised Theses An Efficient and Effective Machine Learning Framework for Compositional Data: A Study in Radioisotope Identification Geometric Optimisation of Crystal Structures: Foundations and Algorithmic Approaches Optimisation strategies for the design of experiments in materials discovery.