Infrared spectra of neutral polycyclic aromatic hydrocarbons by machine learning. - Gaétan Laurens; Malalatiana Rabary; Julien Lam; Daniel Peláez; Abdul-Rahman Allouche (CoRR, 2020)

Measuring transferability issues in machine-learning force fields: the example of gold-iron interactions with linearized potentials. - Magali Benoit; Jonathan Amodeo; Ségolène Combettes; Ibrahim Khaled; Aurélien Roux; Julien Lam (Mach. Learn. Sci. Technol., 2021)

All-around local structure classification with supervised learning: The example of crystal phases and dislocations in complex oxides. - Jean Furstoss; Carlos R. Salazar; Philippe Carrez; Pierre Hirel; Julien Lam (Comput. Phys. Commun., 2025)