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EvoMol: a flexible and interpretable evolutionary algorithm for unbiased de novo molecular generation

The objective of this work is to design a molecular generator capable of exploring known as well as unfamiliar areas of the chemical space. Our method must be flexible to adapt to very different problems. Therefore, it has to be able to work with or without the influence of prior data and knowledge....

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Detalles Bibliográficos
Autores principales: Leguy, Jules, Cauchy, Thomas, Glavatskikh, Marta, Duval, Béatrice, Da Mota, Benoit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7494000/
https://www.ncbi.nlm.nih.gov/pubmed/33431049
http://dx.doi.org/10.1186/s13321-020-00458-z