Julien Lam

Publications

Article dans une revue (23)

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
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
Elaboration of a neural-network interatomic potential for silica glass and melt Salomé Trillot,Julien Lam,Simona Ispas,Akshay Krishna Ammothum Kandy,Mark Tuckermanet al. Computational Materials Science, 2024, 236, pp.112848. ⟨10.1016/j.commatsci.2024.112848⟩ Article dans une revue hal-04489381v1
Competing nucleation pathways in nanocrystal formation Carlos Salazar,Akshay Krishna Ammothum Kandy,Jean Furstoss,Jean Furstoss,Quentin Gromoffet al. npj Computational Materials, 2024, 10 (1), pp.199. ⟨10.1038/s41524-024-01371-x⟩ Article dans une revue hal-04698600v1
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
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
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
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
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
Impurity-induced nematic–isotropic transition of liquid crystals Pritam Kumar Jana,Julien Lam,Rahul Mangal,Mikko Alava,Nagma Parveenet al. Physical Chemistry Chemical Physics, 2021, 23 (14), pp.8825-8835. ⟨10.1039/D0CP06577C⟩ Article dans une revue hal-04343964v1
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
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
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
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
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 Rouxet al. Machine Learning : Science and Technology, 2020, 2 (2), pp.025003. ⟨10.1088/2632-2153/abc9fd⟩ Article dans une revue hal-04343967v1
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 Casanoveet al. Nanoscale, 2020, 12 (35), pp.18079-18090. ⟨10.1039/D0NR04425C⟩ Article dans une revue hal-02989677v1
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
Doping nanoparticles using pulsed laser ablation in a liquid containing the doping agent Arsène Chemin,Julien Lam,Gaétan Laurens,Florian Trichard,Vincent Motto-Roset 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 Merabiaet al. Applied Physics Letters, 2016, 108 (7), pp.074104. ⟨10.1063/1.4942389⟩ Article dans une revue hal-02116697v1
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
gamma-Al2O3 nanoparticles synthesised by pulsed laser ablation in liquids: a plasma analysis Julien Lam,David Amans,Frederic Chaput,Mouhamed Diouf,Gilles Ledouxet al. Physical Chemistry Chemical Physics, 2014, 16 (3), pp.963-973. ⟨10.1039/c3cp53748j⟩ Article dans une revue hal-01814319v1
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 Ledouxet 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

Pré-publication, Document de travail (3)

Growth driven phase transitions in Zinc Oxide nanoparticles through machine-learning assisted simulations Quentin Gromoff,Magali Benoit,Jacek Goniakowski,Carlos Salazar,Julien Lam 2025 Pré-publication, Document de travail hal-05383221v1
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 2025 Pré-publication, Document de travail (preprint/prepublication) hal-04875760v1
Out-of-Equilibrium Polymorph Selection in Nanoparticle Freezing Jonathan Amodeo,Fabio Pietrucci,Julien Lam 2024 Pré-publication, Document de travail hal-04343971v1

Chapitre d'ouvrage (1)

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

Thèse (1)

Pulsed Laser Ablation in Liquid : towards the comprehension of the growth processes Julien Lam Other. Université Claude Bernard - Lyon I, 2015. English. ⟨NNT : 2015LYO10137⟩ Thèse tel-01226862v1