Daniil Polykovskiy
Overview
Explore the profile of Daniil Polykovskiy including associated specialties, affiliations and a list of published articles.
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Snapshot
Articles
12
Citations
326
Followers
0
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Recent Articles
11.
Polykovskiy D, Zhebrak A, Vetrov D, Ivanenkov Y, Aladinskiy V, Mamoshina P, et al.
Mol Pharm
. 2018 Sep;
15(10):4398-4405.
PMID: 30180591
Modern computational approaches and machine learning techniques accelerate the invention of new drugs. Generative models can discover novel molecular structures within hours, while conventional drug discovery pipelines require months of...
12.
Kuzminykh D, Polykovskiy D, Kadurin A, Zhebrak A, Baskov I, Nikolenko S, et al.
Mol Pharm
. 2018 Feb;
15(10):4378-4385.
PMID: 29473756
Convolutional neural networks (CNN) have been successfully used to handle three-dimensional data and are a natural match for data with spatial structure such as 3D molecular structures. However, a direct...