Unsupervised topological learning approach of crystal nucleation
Becker, Sébastien, Devijver, Emilie, Molinier, Rémi, Jakse, Noël
Published in Scientific reports (24.02.2022)
Published in Scientific reports (24.02.2022)
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Journal Article
Regression tree-based active learning
Jose, Ashna, de Mendonça, João Paulo Almeida, Devijver, Emilie, Jakse, Noël, Monbet, Valérie, Poloni, Roberta
Published in Data mining and knowledge discovery (01.03.2024)
Published in Data mining and knowledge discovery (01.03.2024)
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Journal Article
Pressure-induced effects in the spectra of collective excitations in pure liquid metals
Bryk, Taras, Demchuk, Taras, Wax, Jean-François, Jakse, Noël
Published in Journal of physics. Condensed matter (01.05.2020)
Published in Journal of physics. Condensed matter (01.05.2020)
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Journal Article
Unsupervised topological learning for identification of atomic structures
Becker, Sébastien, Devijver, Emilie, Molinier, Rémi, Jakse, Noël
Published in Physical review. E (01.04.2022)
Published in Physical review. E (01.04.2022)
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Journal Article
A Search for Two Types of Transverse Excitations in Liquid Polyvalent Metals at Ambient Pressure: An Ab Initio Molecular Dynamics Study of Collective Excitations in Liquid Al, Tl, and Ni
Bryk, Taras, Demchuk, Taras, Jakse, Noël, Wax, Jean-François
Published in Frontiers in physics (07.02.2018)
Published in Frontiers in physics (07.02.2018)
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Journal Article
Short-range order of liquid and undercooled metals: Ab initio molecular dynamics study
Jakse, Noël, Bacq, Olivier Le, Pasturel, Alain
Published in Journal of non-crystalline solids (15.10.2007)
Published in Journal of non-crystalline solids (15.10.2007)
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Journal Article
Conference Proceeding
Concentration fluctuations in liquid alloys of alkali metals
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Journal Article
Conference Proceeding