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)
Scientists of the Max-Planck-Institut für Eisenforschung pioneer new machine learning model for corrosion-resistant alloy design. Their results are now published in the journal Science Advances
Recent developments in experimental techniques and computer simulations provided the basis to achieve many of the breakthroughs in understanding materials down to the atomic scale. While extremely powerful, these techniques produce more and more complex data, forcing all departments to develop advanced data management and analysis tools as well as…