Julien LAM

Chargé de Recherche CNRS

Bât C6 bureau 109
Unité Matériaux et Transformations
Cité scientifique, Bât. C6
Université de Lille
59655 Villeneuve d'Ascq
France
Tel: 03 20 43 46 86
Fax: +33 (0) 320 43 65 91
Email : Send an email to Julien LAM
Homepage: https://julienlamblog.wordpress.com/
ORCID Identifier : 0000-0003-0343-6005

Research team: Plasticity

Research

Nucleation, Nanoparticles, Crystallisation, Machine-learning, Free energy, Phase transition

Latest scientific contributions in LillOA (Lille Open Archive)

Publications

4. A.K.A. Kandy, K. Rossi, A. Raulin-Foissac, G. Laurens, J. Lam, Comparing transferability in neural network approaches and linear models for machine-learning interaction potentials, Physical Review B 107;17, 174106 (2023), [doi: 10.1103/physrevb.107.174106, LillOA]
3. J. Lam, F. Pietrucci, Critical comparison of general-purpose collective variables for crystal nucleation, Physical Review E 107;1, L012601 (2023), [doi: 10.1103/physreve.107.l012601, LillOA]
2. K. Rossi, G.D. Förster, C. Zeni, J. Lam, Modeling and characterization of the nucleation and growth of carbon nanostructures in physical synthesis, Carbon Trends 11, 100268 (2023), [doi: 10.1016/j.cartre.2023.100268, LillOA]
1. Q. Gromoff, P. Benzo, W.A. Saidi, C.M. Andolina, M.-J. Casanove, T. Hungria, S. Barre, M. Benoit, J. Lam, Exploring the formation of gold/silver nanoalloys with gas-phase synthesis and machine-learning assisted simulations, Nanoscale 16;1, 384-393 (2023), [doi: 10.1039/d3nr04471h, LillOA]