Home News Press Releases “ROC” rocks: Green steel project funded by European Research Council Publications of Yury Lysogorskiy All genres Journal Article (4) Talk (2) Journal Article (4) 1. Journal Article Bienvenu, B.; Todorova, M.; Neugebauer, J.; Raabe, D.; Mrovec, M.; Lysogorskiy, Y.; Drautz, R.: Development of an atomic cluster expansion potential for iron and its oxides. npj Computational Materials 11 (1), 81 (2025) MPG.PuRe DOI 2. Journal Article Menon, S.; Lysogorskiy, Y.; Knoll, A. L. M.; Leimeroth, N.; Poul, M.; Qamar, M.; Janssen, J.; Mrovec, M.; Rohrer, J.; Albe, K. et al.; Behler, J.; Drautz, R.; Neugebauer, J.: From electrons to phase diagrams with machine learning potentials using pyiron based automated workflows. npj Computational Materials 10 (1), 261 (2024) MPG.PuRe DOI publisher-version 3. Journal Article Janßen, J.; Surendralal, S.; Lysogorskiy, Y.; Todorova, M.; Hickel, T.; Drautz, R.; Neugebauer, J.: pyiron: An integrated development environment for computational materials sciences. Computational Materials Science 163, pp. 24 - 36 (2019) MPG.PuRe DOI 4. Journal Article Lysogorskiy, Y.; Hammerschmidt, T.; Janßen, J.; Neugebauer, J.; Drautz, R.: Transferability of interatomic potentials for molybdenum and silicon. Modelling and Simulation in Materials Science and Engineering 27 (2), 025007 (2019) MPG.PuRe DOI Talk (2) 5. Talk Hickel, T.; Janßen, J.; Sözen, H. I.; Körmann, F.; Neugebauer, J.; Lysogorskiy, Y.; Drautz, R.: Ab initio simulation of finite temperature phase stabilities: Concepts and application. HetSys Launch Event, Warwick, UK (2019) MPG.PuRe 6. Talk Hickel, T.; Janßen, J.; Sözen, H. I.; Körmann, F.; Surendralal, S.; Todorova, M.; Lysogorskiy, Y.; Drautz, R.; Neugebauer, J.: High-throughput optimization of finite temperature phase stabilities: Concepts and application. DPG Frühjahrstagung der Sektion Kondensierte Materie, Regensburg, Germany (2019) MPG.PuRe