Search Results for author: Petr Zhilyaev

Found 2 papers, 1 papers with code

FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction

no code implementations18 Jan 2024 Alexander Telepov, Artem Tsypin, Kuzma Khrabrov, Sergey Yakukhnov, Pavel Strashnov, Petr Zhilyaev, Egor Rumiantsev, Daniel Ezhov, Manvel Avetisian, Olga Popova, Artur Kadurin

A rational design of new therapeutic drugs aims to find a molecular structure with desired biological functionality, e. g., an ability to activate or suppress a specific protein via binding to it.

Molecular Docking Reinforcement Learning (RL)

Neural network interpolation of exchange-correlation functional

1 code implementation9 Sep 2019 Alexander Ryabov, Petr Zhilyaev

The developed NN XC functionals show good results when applied to systems that are not presented in the training/test data.

Computational Physics Chemical Physics

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