About ML-LPA

Contributor(s)

ML-LPA have been designed and is maintained by the following persons:

  • Vivien WalterORCID, Department of Chemistry, King’s College London (London, UK) — Website

  • Olivier Benzerara, Institut Charles Sadron, CNRS (Strasbourg, FR)

  • Celine RuscherORCID, Institut Charles Sadron, CNRS (Strasbourg, FR)

Cite us

You can cite ML-LPA by citing the following article

Walter Vivien, Ruscher Celine, Benzerara Olivier and Thalmann Fabrice, MLLPA: A Machine Learning‐assisted Python module to study phase‐specific events in lipid membranes, J. Comp. Chem. (2021)

Moreover, the authors kindly ask you to cite their initial work in which the method was initially published

Walter Vivien, Ruscher Celine, Benzerara Olivier, Marques Carlos M and Thalmann Fabrice, A machine learning study of the two states model for lipid bilayer phase transitions, Phys. Chem. Chem. Phys. (2020), 22, 19147-19154

Reference(s)

The following articles are using ML-LPA:

  • Walter et al., MLLPA: A Machine Learning‐assisted Python module to study phase‐specific events in lipid membranes, (2021), DOI: 10.1002/jcc.26508

  • Walter et al., A machine learning study of the two states model for lipid bilayer phase transitions, (2020), 22, 19147-19154 DOI: 10.1039/D0CP02058C