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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
Article dans une revue
hal-04489381v1
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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
Article dans une revue
hal-04343948v1
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Critical comparison of general-purpose collective variables for crystal nucleation
Julien Lam
,
Fabio Pietrucci
Article dans une revue
hal-04338283v1
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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
Article dans une revue
hal-04123830v1
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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
Article dans une revue
hal-03805114v1
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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
Article dans une revue
hal-03283662v1
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Impurity-induced nematic–isotropic transition of liquid crystals
Pritam Kumar Jana
,
Julien Lam
,
Rahul Mangal
,
Mikko Alava
,
Nagma Parveen
Article dans une revue
hal-04343964v1
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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
Article dans une revue
hal-03248387v1
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Comparison of aluminum oxide empirical potentials from cluster to nanoparticle
Gaétan Laurens
,
David Amans
,
Julien Lam
,
Abdul-Rahman Allouche
Article dans une revue
hal-03229989v1
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Out-of-Equilibrium Polymorph Selection in Nanoparticle Freezing
Jonathan Amodeo
,
Fabio Pietrucci
,
Julien Lam
Article dans une revue
hal-04343971v1
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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
Article dans une revue
hal-02989677v1
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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
Article dans une revue
hal-04343967v1
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Combining Quantum Mechanics and Machine-Learning Calculations for Anharmonic Corrections to Vibrational Frequencies
Julien Lam
,
Saleh Abdul-Al
,
Abdul-Rahman Allouche
Article dans une revue
hal-02531529v1
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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
Article dans une revue
hal-02361100v1
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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
Article dans une revue
hal-02344355v1
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Origin of the nano-carbon allotropes in pulsed laser ablation in liquids synthesis
David Amans
,
Mouhamed Diouf
,
Julien Lam
,
Gilles Ledoux
,
Christophe Dujardin
Article dans une revue
hal-02116696v1
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Dynamical study of bubble expansion following laser ablation in liquids
Julien Lam
,
Julien Lombard
,
Christophe Dujardin
,
Gilles Ledoux
,
Samy Merabia
Article dans une revue
hal-02116697v1
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Atomistic Mechanisms for the Nucleation of Aluminum Oxide Nanoparticles
Julien Lam
,
David Amans
,
Christophe Dujardin
,
Gilles Ledoux
,
Abdul-Rahman Allouche
Article dans une revue
hal-01673976v1
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gamma-Al2O3 nanoparticles synthesised by pulsed laser ablation in liquids: a plasma analysis
Julien Lam
,
David Amans
,
Frederic Chaput
,
Mouhamed Diouf
,
Gilles Ledoux
Article dans une revue
hal-01814319v1
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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
Article dans une revue
hal-02116700v1
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