JL

Julien Lam

25
Documents

Publications

Publications

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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-04489381 v1
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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-04698600 v1
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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-04661425 v1
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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-04343948 v1
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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-04338283 v1
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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-04123830 v1
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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-03805114 v1
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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-03283662 v1
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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-03248387 v1

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-04343964 v1
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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-04343967 v1
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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-02989677 v1
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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-03229989 v1

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-02531529 v1
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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-02344355 v1
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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-02361100 v1

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-02116696 v1

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-02116697 v1
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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-01673976 v1

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-02116700 v1

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-01814319 v1

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-04343950 v1