TY - GEN A1 - Hickel, Tilmann T1 - High-throughput segregation analysis at ferritic Fe grain boundaries: from first principles N2 - Understanding segregation to grain boundaries, and eventually their defect phase diagrams, is critical to enable rational grain boundary engineering for alloys design. Here, we discuss the progress and challenges one may face when generating such a database of defect-solute interactions, in the context of studying of grain boundary segregation of solutes and impurities in Fe GBs. To compute the large number of relevant defect-solute interactions we have performed high-throughput ab initio calculations using efficient and highly automated workflows using pyiron. We study has been performed across a representative set of coincident-site-lattice (CSL) type tilt GBs. Based on the large ab-initio datasets, we extract and analyse the chemical and structural trends observed in the solute segregation behaviour across the periodic table. The features which are most important in evaluating site segregation are presented and discussed. T2 - DPG Frühjahrstagung der Sektion Kondensierte Materie CY - Dresden, Germany DA - 26.03.2023 KW - Ab initio simulations KW - Defects KW - Phase diagrams PY - 2023 UR - https://opus4.kobv.de/opus4-bam/frontdoor/index/index/docId/58844 AN - OPUS4-58844 AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany