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Julien Lam

Permanent CNRS researcher · UMET, Université de Lille

Machine-learning potentials and rare-event sampling to understand how nanocrystals nucleate and grow.

NucleationCrystallizationML interaction potentialsFree-energy samplingNanoparticle synthesis

Selected publications All publications →
Q. Gromoff, M. Benoit, J. Goniakowski, C. R. Salazar, J. Lam
Nanoscale · 2026
Y. Wu, T. Philippe, A. Graini, J. Lam
Phys. Rev. Lett. · 2026
C. Salazar, A. K. Ammothum Kandy, J. Furstoss, Q. Gromoff, J. Goniakowski, J. Lam
npj Computational Materials · 2024

Happy to welcome Roberto Tabacco in the group as a PhD student. He will focus on rare-event sampling techniques to study phase transitions in nanoparticles.

Glad to welcome the whole bunch of enthousiastic new students for this new year including:

  • Lorena Chabeaud from Montpellier as PhD student co-advised with Hazar Guesmi
  • Valentino Sanguinetti from Argentina as Master student
  • Roberto Tabacco from Italy as Master student
  • Gaetan Loubet dit Gajol as Bachelor student