JL

Julien Lam

28
Documents

Publications

Publications

Deposit thumbnail

Nonclassical Nucleation Pathways in Liquid Condensation Revealed by Simulation and Theory

Yijian Wu , Thomas Philippe , Aymane Graini , Julien Lam

Physical Review Letters, 2026, 136 (1), pp.017101. ⟨10.1103/n3b1-tgjv⟩

Article dans une revue hal-05490386v1
Deposit thumbnail

All-around local structure classification with supervised learning: The example of crystal phases and dislocations in complex oxides

Jean Furstoss , Carlos Salazar , Philippe Carrez , Pierre Hirel , Julien Lam

Computer Physics Communications, 2025, 309, pp.109480. ⟨10.1016/j.cpc.2024.109480⟩

Article dans une revue hal-05379903v1
Deposit thumbnail

Competing nucleation pathways in nanocrystal formation

Carlos Salazar , Akshay Krishna Ammothum Kandy , Jean Furstoss , Jean Furstoss , Quentin Gromoff et al.

npj Computational Materials, 2024, 10 (1), pp.199. ⟨10.1038/s41524-024-01371-x⟩

Article dans une revue hal-04698600v1
Deposit thumbnail

Elaboration of a neural-network interatomic potential for silica glass and melt

Salomé Trillot , Julien Lam , Simona Ispas , Akshay Krishna Ammothum Kandy , Mark Tuckerman et al.

Computational Materials Science, 2024, 236, pp.112848. ⟨10.1016/j.commatsci.2024.112848⟩

Article dans une revue hal-04489381v1
Deposit thumbnail

Harvesting nucleating structures in nanoparticle crystallization: The example of gold, silver, and iron

Arthur France-Lanord , Sarath Menon , Julien Lam

The Journal of Chemical Physics, 2024, 161 (4), pp.044108. ⟨10.1063/5.0200850⟩

Article dans une revue hal-04661425v1
Deposit thumbnail

Critical comparison of general-purpose collective variables for crystal nucleation

Julien Lam , Fabio Pietrucci

Physical Review E , 2023, 107 (1), pp.L012601. ⟨10.1103/PhysRevE.107.L012601⟩

Article dans une revue hal-04338283v1
Deposit thumbnail

Modeling and characterization of the nucleation and growth of carbon nanostructures in physical synthesis

Kevin Rossi , Georg Daniel Förster , Claudio Zeni , Julien Lam

Carbon Trends, 2023, 11, pp.100268. ⟨10.1016/j.cartre.2023.100268⟩

Article dans une revue hal-04343948v1
Deposit thumbnail

Comparing transferability in neural network approaches and linear models for machine-learning interaction potentials

Akshay Krishna Ammothum Kandy , Kevin Rossi , Alexis Raulin-Foissac , Gaétan Laurens , Julien Lam

Physical Review B, 2023, 107 (17), pp.174106. ⟨10.1103/PhysRevB.107.174106⟩

Article dans une revue hal-04123830v1
Deposit thumbnail

Non-classical nucleation of zinc oxide from a physically-motivated machine-learning approach

Jacek Goniakowski , Sarath Menon , Gaétan Laurens , Julien Lam

Journal of Physical Chemistry C, 2022, 126 (40), pp.17456-17469. ⟨10.1021/acs.jpcc.2c06341⟩

Article dans une revue hal-03805114v1
Deposit thumbnail

Strong and fast rising pressure waves emitted by plasmonic vapor nanobubbles

Julien Lombard , Julien Lam , François Detcheverry , Thierry Biben , Samy Merabia

Physical Review Research, 2021, 3 (2), pp.023231. ⟨10.1103/PhysRevResearch.3.023231⟩

Article dans une revue hal-03283662v1
Deposit thumbnail

Infrared spectra of neutral polycyclic aromatic hydrocarbons based on machine learning potential energy surface and dipole mapping

Gaétan Laurens , Malalatiana Rabary , Julien Lam , Daniel Peláez , Abdul-Rahman Allouche

Theoretical Chemistry Accounts: Theory, Computation, and Modeling, 2021, 140 (6), pp.66. ⟨10.1007/s00214-021-02773-6⟩

Article dans une revue hal-03248387v1

Impurity-induced nematic–isotropic transition of liquid crystals

Pritam Kumar Jana , Julien Lam , Rahul Mangal , Mikko Alava , Nagma Parveen et al.

Physical Chemistry Chemical Physics, 2021, 23 (14), pp.8825-8835. ⟨10.1039/D0CP06577C⟩

Article dans une revue hal-04343964v1
Deposit thumbnail

Comparison of aluminum oxide empirical potentials from cluster to nanoparticle

Gaétan Laurens , David Amans , Julien Lam , Abdul-Rahman Allouche

Physical Review B, 2020, 101 (4), pp.045427. ⟨10.1103/PhysRevB.101.045427⟩

Article dans une revue hal-03229989v1
Deposit thumbnail

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 et al.

Machine Learning: Science and Technology, 2020, 2 (2), pp.025003. ⟨10.1088/2632-2153/abc9fd⟩

Article dans une revue hal-04343967v1
Deposit thumbnail

How interface properties control the equilibrium shape of core–shell Fe–Au and Fe–Ag nanoparticles

Ségolène Combettes , Julien Lam , Patrizio Benzo , Anne Ponchet , Marie-José Casanove et al.

Nanoscale, 2020, 12 (35), pp.18079-18090. ⟨10.1039/D0NR04425C⟩

Article dans une revue hal-02989677v1

Combining Quantum Mechanics and Machine-Learning Calculations for Anharmonic Corrections to Vibrational Frequencies

Julien Lam , Saleh Abdul-Al , Abdul-Rahman Allouche

Journal of Chemical Theory and Computation, 2020, 16 (3), pp.1681-1689. ⟨10.1021/acs.jctc.9b00964⟩

Article dans une revue hal-02531529v1
Deposit thumbnail

Alloy, Janus and core–shell nanoparticles: numerical modeling of their nucleation and growth in physical synthesis

Georg Daniel Förster , Magali Benoit , Julien Lam

Physical Chemistry Chemical Physics, 2019, 21 (41), pp.22774-22781. ⟨10.1039/C9CP04231H⟩

Article dans une revue hal-02361100v1
Deposit thumbnail

Doping nanoparticles using pulsed laser ablation in a liquid containing the doping agent

Arsène Chemin , Julien Lam , Gaétan Laurens , Florian Trichard , Vincent Motto-Ros et al.

Nanoscale Advances, 2019, 1 (10), pp.3963-3972. ⟨10.1039/c9na00223e⟩

Article dans une revue hal-02344355v1

Origin of the nano-carbon allotropes in pulsed laser ablation in liquids synthesis

David Amans , Mouhamed Diouf , Julien Lam , Gilles Ledoux , Christophe Dujardin

Journal of Colloid and Interface Science, 2017, 489, pp.114-125. ⟨10.1016/j.jcis.2016.08.017⟩

Article dans une revue hal-02116696v1

Dynamical study of bubble expansion following laser ablation in liquids

Julien Lam , Julien Lombard , Christophe Dujardin , Gilles Ledoux , Samy Merabia et al.

Applied Physics Letters, 2016, 108 (7), pp.074104. ⟨10.1063/1.4942389⟩

Article dans une revue hal-02116697v1
Deposit thumbnail

Atomistic Mechanisms for the Nucleation of Aluminum Oxide Nanoparticles

Julien Lam , David Amans , Christophe Dujardin , Gilles Ledoux , Abdul-Rahman Allouche

Journal of Physical Chemistry A, 2015, 119 (33), pp.8944 - 8949. ⟨10.1021/acs.jpca.5b05829⟩

Article dans une revue hal-01673976v1

Investigation of local thermodynamic equilibrium in laser-induced plasmas: Measurements of rotational and excitation temperatures at long time scales

Julien Lam , Vincent Motto-Ros , Dimitri Misiak , Christophe Dujardin , Gilles Ledoux et al.

Spectrochimica Acta Part B: Atomic Spectroscopy, 2014, 101, pp.86-92. ⟨10.1016/j.sab.2014.07.013⟩

Article dans une revue hal-02116700v1

gamma-Al2O3 nanoparticles synthesised by pulsed laser ablation in liquids: a plasma analysis

Julien Lam , David Amans , Frederic Chaput , Mouhamed Diouf , Gilles Ledoux et al.

Physical Chemistry Chemical Physics, 2014, 16 (3), pp.963-973. ⟨10.1039/c3cp53748j⟩

Article dans une revue hal-01814319v1

Potentials based on linear models

Gauthier Tallec , Gaétan Laurens , Owen Fresse-Colson , Julien Lam

Quantum Chemistry in the Age of Machine Learning, Elsevier, pp.253-277, 2023, ⟨10.1016/B978-0-323-90049-2.00021-4⟩

Chapitre d'ouvrage hal-04343950v1