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Scalable estimator of the diversity for de novo molecular generation resulting in a more robust QM dataset (OD9) and a more efficient molecular optimization

Chemical diversity is one of the key term when dealing with machine learning and molecular generation. This is particularly true for quantum chemical datasets. The composition of which should be done meticulously since the calculation is highly time demanding. Previously we have seen that the most k...

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Detalles Bibliográficos
Autores principales: Leguy, Jules, Glavatskikh, Marta, Cauchy, Thomas, Da Mota, Benoit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8487551/
https://www.ncbi.nlm.nih.gov/pubmed/34600576
http://dx.doi.org/10.1186/s13321-021-00554-8