Publications of Sarath Menon

Brinckmann, S.; Menon, S.; Röske, R.; Steinhülb, J.; Selzer, M.; Janssen, J.; Hickel, T.; Schwaiger, R.; Neugebauer, J.: A Lightweight Procedural Layer for Hybrid Experimental-Computational Workflows in Materials Science. Advanced Engineering Materials, e202503176 (2026)

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)

France-Lanord, A.; Menon, S.; Lam, J.: Harvesting nucleating structures in nanoparticle crystallization: The example of gold, silver, and iron. The Journal of Chemical Physics 161 (4), 044108 (2024)

Goniakowski, J.; Menon, S.; Laurens, G.; Lam, J.: Nonclassical Nucleation of Zinc Oxide from a Physically Motivated Machine-Learning Approach. The Journal of Physical Chemistry C 126 (40), pp. 17456 - 17469 (2022)

Neugebauer, J.; Menon, S.: Maximizing High-Throughput Discovery and Machine Learning Efficiency Through Computational Workflows. Machine Learning Modalities for Materials science, Ljubljana, Slovenia (2024)

Menon, S.; Azocar Guzman, A.: atomRDF, python tool for ontology-based creation, manipulation, and quering of atomic structures. (2026)

Sarath, M.; Abril, A.; Osamu, W.; Stefan, S.; Tilmann, H.: tools4RDF: A Python toolkit for working with RDF data. (2026)